{ "cells": [ { "cell_type": "markdown", "id": "71f30505-b755-403a-9b5c-9c88bade649f", "metadata": {}, "source": [ "(awkward_binning)=\n", "(binning)=\n", "# Estimating parameters of a distribution from awkwardly binned data\n", ":::{post} Oct 23, 2021\n", ":tags: binned data, case study, parameter estimation\n", ":category: intermediate\n", ":author: Eric Ma, Benjamin T. Vincent\n", ":::" ] }, { "cell_type": "markdown", "id": "cc8f267d", "metadata": {}, "source": [ "## The problem\n", "Let us say that we are interested in inferring the properties of a population. This could be anything from the distribution of age, or income, or body mass index, or a whole range of different possible measures. In completing this task, we might often come across the situation where we have multiple datasets, each of which can inform our beliefs about the overall population.\n", "\n", "Very often this data can be in a form that we, as data scientists, would not consider ideal. For example, this data may have been binned into categories. One reason why this is not ideal is that this binning process actually discards information - we lose any knowledge about where in a certain bin an individual datum lies. A second reason why this is not ideal is that different studies may use alternative binning methods - for example one study might record age in terms of decades (e.g. is someone in their 20's, 30's, 40's and so on) but another study may record age (indirectly) by assigning generational labels (Gen Z, Millennial, Gen X, Boomer II, Boomer I, Post War) for example.\n", "\n", "So we are faced with a problem: we have datasets with counts of our measure of interest (whether that be age, income, BMI, or whatever), but they are binned, and they have been binned _differently_. This notebook presents a solution to this problem that [PyMC Labs](https://www.pymc-labs.io) worked on, supported by the [Gates Foundation](https://www.gatesfoundation.org/). We _can_ make inferences about the parameters of a population level distribution.\n", "\n", "![](gates_labs_logos.png)" ] }, { "cell_type": "markdown", "id": "4f1f4b0b", "metadata": {}, "source": [ "## The solution\n", "\n", "More formally, we describe the problem as: if we have the bin edges (aka cut points) used for data binning, and bin counts, how can we estimate the parameters of the underlying distribution? We will present a solution and various illustrative examples of this solution, which makes the following assumptions:\n", "\n", "1. that the bins are order-able (e.g. underweight, normal, overweight, obese),\n", "2. the underlying distribution is specified in a parametric form, and\n", "3. the cut points that delineate the bins are known and can be pinpointed on the support of the distribution (also known as the valid values that the probability distribution can return).\n", "\n", "The approach used is heavily based upon the logic behind [ordinal regression](https://en.wikipedia.org/wiki/Ordinal_regression). This approach proposes that observed bin counts $Y = {1, 2, \\ldots, K}$ are generated from a set of bin edges (aka cutpoints) $\\theta_1, \\ldots, \\theta _{K-1}$ operating upon a latent probability distribution which we could call $y^*$. We can describe the probability of observing data in bin 1 as:\n", "\n", "$$P(Y=1) = \\Phi(\\theta_1) - \\Phi(-\\infty) = \\Phi(\\theta_1) - 0$$\n", "\n", "bin 2 as:\n", "\n", "$$P(Y=2) = \\Phi(\\theta_2) - \\Phi(\\theta_1)$$\n", "\n", "bin 3 as:\n", "\n", "$$P(Y=3) = \\Phi(\\theta_3) - \\Phi(\\theta_2)$$\n", "\n", "and bin 4 as:\n", "\n", "$$P(Y=4) = \\Phi(\\infty) - \\Phi(\\theta_3) = 1 - \\Phi(\\theta_3)$$\n", "\n", "where $\\Phi$ is the standard cumulative normal.\n", "\n", "![](ordinal.png)\n", "\n", "In ordinal regression, the cutpoints are treated as latent variables and the parameters of the normal distribution may be treated as observed (or derived from other predictor variables). This problem differs in that:\n", "\n", "- the parameters of the Gaussian are _unknown_, \n", "- we do not want to be confined to the Gaussian distribution,\n", "- we have observed an array of `cutpoints`,\n", "- we have observed bin `counts`, \n", "\n", "We are now in a position to sketch out a generative PyMC model:\n", "\n", "```python\n", "import pytensor.tensor as pt\n", "\n", "with pm.Model() as model:\n", " # priors\n", " mu = pm.Normal(\"mu\")\n", " sigma = pm.HalfNormal(\"sigma\")\n", " # generative process\n", " probs = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), cutpoints))\n", " probs = pm.math.concatenate([[0], probs, [1]])\n", " probs = pt.extra_ops.diff(probs)\n", " # likelihood\n", " pm.Multinomial(\"counts\", p=probs, n=sum(counts), observed=counts)\n", "```\n", "\n", "The exact way we implement the models below differs only very slightly from this, but let's decompose how this works.\n", "Firstly we define priors over the `mu` and `sigma` parameters of the latent distribution. Then we have 3 lines which calculate the probability that any observed datum falls in a given bin. The first line of this\n", "```python\n", "probs = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), cutpoints))\n", "```\n", "calculates the cumulative density at each of the cutpoints. The second line \n", "```python\n", "probs = pm.math.concatenate([[0], probs, [1]])\n", "```\n", "simply concatenates the cumulative density at $-\\infty$ (which is zero) and at $\\infty$ (which is 1).\n", "The third line\n", "```python\n", "probs = pt.extra_ops.diff(probs)\n", "```\n", "calculates the difference between consecutive cumulative densities to give the actual probability of a datum falling in any given bin.\n", "\n", "Finally, we end with the Multinomial likelihood which tells us the likelihood of observing the `counts` given the set of bin `probs` and the total number of observations `sum(counts)`.\n", "\n", "Hypothetically we could have used base python, or numpy, to describe the generative process. The problem with this however is that gradient information is lost, and so completing these operations using numerical libraries which retain gradient information allows this to be used by the MCMC sampling algorithms.\n", "\n", "The approach was illustrated with a Gaussian distribution, and below we show a number of worked examples using Gaussian distributions. However, the approach is general, and at the end of the notebook we provide a demonstration that the approach does indeed extend to non-Gaussian distributions." ] }, { "cell_type": "code", "execution_count": 1, "id": "e1299722", "metadata": { "tags": [] }, "outputs": [], "source": [ "import warnings\n", "\n", "import arviz as az\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pymc as pm\n", "import pytensor.tensor as pt\n", "import seaborn as sns\n", "\n", "warnings.filterwarnings(action=\"ignore\", category=UserWarning)" ] }, { "cell_type": "code", "execution_count": 2, "id": "a8fa52a9", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format = 'retina'\n", "plt.rcParams.update({\"font.size\": 14})\n", "az.style.use(\"arviz-darkgrid\")\n", "rng = np.random.default_rng(1234)" ] }, { "cell_type": "markdown", "id": "87989a59", "metadata": {}, "source": [ "## Simulated data with a Gaussian distribution\n", "\n", "The first few examples will be based on 2 hypothetical studies which measure a Gaussian distributed variable. Each study will have it's own sample size, and our task is to learn the parameters of the population level Gaussian distribution. Frustration 1 is that the data have been binned. Frustration 2 is that each study has used different categories, that is, different cutpoints in this data binning process.\n", "\n", "In this simulation approach, we will define the true population level parameters as:\n", "- `true_mu`: -2.0\n", "- `true_sigma`: 2.0\n", "\n", "Our goal will be to recover the `mu` and `sigma` values given only the bin counts and cutpoints." ] }, { "cell_type": "code", "execution_count": 3, "id": "b8e01e91", "metadata": {}, "outputs": [], "source": [ "# Generate two different sets of random samples from the same Gaussian.\n", "true_mu, true_sigma = -2, 2\n", "x1 = rng.normal(loc=true_mu, scale=true_sigma, size=1500)\n", "x2 = rng.normal(loc=true_mu, scale=true_sigma, size=2000)" ] }, { "cell_type": "markdown", "id": "58fa85c2", "metadata": {}, "source": [ "The studies used the following, different, cutpoints for their data binning process." ] }, { "cell_type": "code", "execution_count": 4, "id": "2a12cff1", "metadata": {}, "outputs": [], "source": [ "# First discretization (cutpoints)\n", "d1 = np.array([-2.0, -1.0, 0.0, 1.0, 2.0])\n", "# Second discretization (cutpoints)\n", "d2 = np.array([-5.0, -3.5, -2.0, -0.5, 1.0, 2.5])" ] }, { "cell_type": "code", "execution_count": 5, "id": "ddf0519f", "metadata": {}, "outputs": [], "source": [ "def data_to_bincounts(data, cutpoints):\n", " # categorise each datum into correct bin\n", " bins = np.digitize(data, bins=cutpoints)\n", " # bin counts\n", " counts = pd.DataFrame({\"bins\": bins}).groupby(by=\"bins\")[\"bins\"].agg(\"count\")\n", " return counts\n", "\n", "\n", "c1 = data_to_bincounts(x1, d1)\n", "c2 = data_to_bincounts(x2, d2)" ] }, { "cell_type": "markdown", "id": "e7763acc", "metadata": {}, "source": [ "Let's visualise this in one convenient figure. The left hand column shows the underlying data and the cutpoints for both studies. The right hand column shows the resulting bin counts." ] }, { "cell_type": "code", "execution_count": 6, "id": "3136de42", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 811, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 2, figsize=(12, 8))\n", "\n", "# First set of measurements\n", "ax[0, 0].hist(x1, 50, alpha=0.5)\n", "\n", "for cut in d1:\n", " ax[0, 0].axvline(cut, color=\"k\", ls=\":\")\n", "\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0, 1], alpha=0.5)\n", "ax[0, 1].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0, 1].set(title=\"Study 1\", xlabel=\"c1\", ylabel=\"bin count\")\n", "\n", "# Second set of measuremsnts\n", "ax[1, 0].hist(x2, 50, alpha=0.5)\n", "\n", "for cut in d2:\n", " ax[1, 0].axvline(cut, color=\"k\", ls=\":\")\n", "\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax[1, 1], alpha=0.5)\n", "ax[1, 1].set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax[1, 1].set(title=\"Study 2\", xlabel=\"c2\", ylabel=\"bin count\")\n", "\n", "# format axes\n", "ax[0, 0].set(xlim=(-11, 5), xlabel=\"$x$\", ylabel=\"observed frequency\", title=\"Sample 1\")\n", "ax[1, 0].set(xlim=(-11, 5), xlabel=\"$x$\", ylabel=\"observed frequency\", title=\"Sample 2\");" ] }, { "cell_type": "markdown", "id": "f39015f9", "metadata": {}, "source": [ "Each bin is paired with counts.\n", "As you'll see above,\n", "`c1` and `c2` are binned differently.\n", "One has 6 bins, the other has 7.\n", "`c1` omits basically half of the Gaussian distribution.\n", "\n", "To recap, in a real situation we might have access to the cutpoints and to the bin counts, but _not_ the underlying data `x1` or `x2`." ] }, { "cell_type": "markdown", "id": "b9950900", "metadata": {}, "source": [ "## Example 1: Gaussian parameter estimation with one set of bins\n", "\n", "We will start by investigating what happens when we use only one set of bins to estimate the `mu` and `sigma` parameter." ] }, { "cell_type": "markdown", "id": "a02ae715", "metadata": {}, "source": [ "### Model specification" ] }, { "cell_type": "code", "execution_count": 7, "id": "94d446bd", "metadata": { "tags": [] }, "outputs": [], "source": [ "with pm.Model() as model1:\n", " sigma = pm.HalfNormal(\"sigma\")\n", " mu = pm.Normal(\"mu\")\n", "\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([[0], probs1, [1]]))\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values)" ] }, { "cell_type": "code", "execution_count": 8, "id": "fd476bab", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "cluster6\n", "\n", "6\n", "\n", "\n", "\n", "sigma\n", "\n", "sigma\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "sigma->counts1\n", "\n", "\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model1)" ] }, { "cell_type": "code", "execution_count": 9, "id": "c969c5b2", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [sigma, mu]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 13 seconds.\n" ] } ], "source": [ "with model1:\n", " trace1 = pm.sample()" ] }, { "cell_type": "markdown", "id": "e231c0cb", "metadata": {}, "source": [ "### Checks on model\n", "\n", "We first start with posterior predictive checks.\n", "Given the posterior values,\n", "we should be able to generate observations that look close to what we observed." ] }, { "cell_type": "code", "execution_count": 10, "id": "26b2cff1", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model1:\n", " ppc = pm.sample_posterior_predictive(trace1)" ] }, { "cell_type": "markdown", "id": "a5cdd005", "metadata": {}, "source": [ "We can do this graphically." ] }, { "cell_type": "code", "execution_count": 11, "id": "9a7d23e6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Six bin discretization of N(-2, 2)')" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 4))\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax, alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(x=\"counts1_dim_0\", y=\"counts1\", color=\"k\", alpha=0.2)\n", "# Formatting\n", "ax.set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax.set_title(\"Six bin discretization of N(-2, 2)\")" ] }, { "cell_type": "markdown", "id": "13ddd1dc", "metadata": {}, "source": [ "It looks like the numbers are in the right ballpark.\n", "With the numbers ordered correctly, we also have the correct proportions identified." ] }, { "cell_type": "markdown", "id": "ea78d06e", "metadata": {}, "source": [ "We can also get programmatic access to our posterior predictions in a number of ways:" ] }, { "cell_type": "code", "execution_count": 12, "id": "0004af77-f860-4920-83b3-854c8d1b60d5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[714, 284, 228, 137, 74, 63],\n", " [753, 279, 228, 138, 66, 36],\n", " [734, 304, 222, 141, 60, 39],\n", " ...,\n", " [746, 274, 234, 127, 67, 52],\n", " [719, 290, 237, 150, 67, 37],\n", " [706, 285, 229, 143, 97, 40]],\n", "\n", " [[773, 263, 211, 149, 61, 43],\n", " [752, 253, 233, 153, 75, 34],\n", " [703, 294, 214, 148, 87, 54],\n", " ...,\n", " [686, 317, 257, 128, 66, 46],\n", " [758, 276, 240, 121, 66, 39],\n", " [755, 258, 221, 151, 62, 53]],\n", "\n", " [[796, 255, 181, 140, 74, 54],\n", " [764, 267, 224, 120, 83, 42],\n", " [794, 267, 196, 142, 65, 36],\n", " ...,\n", " [767, 263, 220, 129, 78, 43],\n", " [774, 278, 229, 125, 62, 32],\n", " [724, 289, 234, 153, 67, 33]],\n", "\n", " [[758, 284, 228, 126, 58, 46],\n", " [743, 274, 227, 145, 69, 42],\n", " [755, 299, 212, 119, 71, 44],\n", " ...,\n", " [718, 302, 240, 135, 68, 37],\n", " [722, 286, 217, 155, 78, 42],\n", " [767, 285, 201, 156, 67, 24]]])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ppc.posterior_predictive.counts1.values" ] }, { "cell_type": "markdown", "id": "4d865864", "metadata": {}, "source": [ "Let's take the mean and compare it against the observed counts:" ] }, { "cell_type": "code", "execution_count": 13, "id": "5663ad3f-7612-4242-bbea-f62d24718e3c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([744.51325, 281.33575, 223.45975, 141.09875, 70.2235 , 39.369 ])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ppc.posterior_predictive.counts1.mean(dim=[\"chain\", \"draw\"]).values" ] }, { "cell_type": "code", "execution_count": 14, "id": "8f259fd5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([746, 293, 208, 138, 77, 38])" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "c1.values" ] }, { "cell_type": "markdown", "id": "33345d04", "metadata": {}, "source": [ "### Recovering parameters\n", "\n", "The more important question is whether we have recovered the parameters of the distribution or not.\n", "Recall that we used `mu = -2` and `sigma = 2` to generate the data." ] }, { "cell_type": "code", "execution_count": 15, "id": "b43c98a0", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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V1yZ/Pb/MpEkz7l9s0fqnBa34Nde+54R27Yrsukuy4QbJ2eeUueueGY+57z/JQw+V2WP3Mt/dvcg88/i9AAAAmJWibOTnJo0cObIxX465pCU/TgugsVkTgTnl7HPr8s8rqrU+8yZnnVFkkUWaZ5hhTWzbJk+uHxC67Y4y//3v5z85qX37ZJedk332KtKje/P8eoavypoIUM96CHNf7969m7oF+Q+0Mf68B2g4a2bL9M47ZX57Spmnn5lxX1Eku+2aHHRAkU6dXO+eW55+pszpZ5R59bWZ7+83X3LYoUW+uencu9Eajc+aCdBw1kyAhmnJ62Vj5z81jfpqAADATN1wYznDYFC3bskf/9B8B4OgY8ciG3yjyG9OrMn11xb56Y+KfH3VmR87dWr9k4R226PM9TeULeof2gAAAAAAtA1lWea228vse+DMB4MWXig5889Fvn9YjcGguezrqxa54LwiP/pBkZ49Ztz//gfJL39d5vtHlXn5FRkEAADAZxkOAgCAOeypp8v84U/VkKJdu+SkXxdZeinBEi1D9+5FthtY5Mw/1+TKfxbZacekY4cZjxszJvn9aWV+fGyZESOEcwAAAAAANA+jx5T55a/L/PqkMuPGzbh/l52Siy4osuoqspum0q5dkR13KHL5ZUW+tUvSbiY/2fbMs8kBB5c55Xd1Gf62HAIAAOAThoMAAGAOGjGizC9OLFNbW63/+Jgiq68mXKJlWnihIj88uib/uqLIt7+VtG8/4zEPP5LstV+Zu+4WzAEAAAAA0LSefKrMvgeUuevuGfctMH/y5z8W+cFRNZlnHtlNc9Cje5Gjj6jJhRcUWWP1GfeXZXLjzckee5b57cl1GTpUFgEAAGA4CAAA5pCpU8v8/JdlPhpZre+xezJwW+ESLV+fPkWO/H5NLru4yCYbz7h/zJjkF78q84tf1WX0aMEcAAAAAABz15QpZc7+a12OOqbM++/PuH+rLZOL/15kjdXlNs3RUksWOf20Ir/9dZEFF5xxf21dcsttyXf3KfOLE+vy2uuyCAAAoO0yHAQAAHPIOX8t89zz1do6ayeHHiRgonVZeOEiv/5lTX5/apE+fWbcf9fd9U8RevwJoRwAAAAAAHPHkDfLHHJYmX9eXv+kmU/r3j058RdFjv9ZTbp2lds0Z0VRZKMNivzjoiIHHVCkc+cZjynL5K57kn32L3Ps/9Xl+RfkEQAAQNtjOAgAAOaAu+4pc+W/qrUF5k9O+L8iNTVCJlqnddcucumFRb65yYz7PvwwOebHZa64qkz52RQWAAAAAAAaSVmWGXR9mf0PKvPyKzPuX2P15OILinxzE3lNS9KpU5F99ipyxWVFdvt2ZjoklCQPPJgceniZI46uywP/LVNbK5MAAADahvZN3QAAALQ2Q94sc8rvqkFDxw7Jb35VpEcPQROtW48eRU78RZENvlHmtNPLjBkzfV9dXXLm2WVeejn56Y+Szp19PwAAAAAA0HgmTixz6h/K3HHnjPs6dEgOPrDIbrvGjdxasL59ihxxWJE99yhz1dVlrrk2GT9+xuOeejp56ukyC8yfbL9dMnCbZN55/b4DAACtlycHAQBAIxo/vszxJ5SZMKFa/8FRRfovL3Cg7djsm/VPERqw1oz77rgz+d73y7zzjrv1AQAAAADQOIYPL3PI4TMfDFpiieS8c4rsvlthMKiV6N2ryCEH1uTqK4scuH+R7t1nfty77yXn/a3Mzt8u84sT6/LU02XKUj4BAAC0PoaDAACgkZRlmVN/X2bIm9X6NlsnA7dtmp6gKfXtW+QPpxY5YL8Zg9ZXXk0OPKTM408I4AAAAAAA+GoeeqTMAYeUee21Gfd9a+fkgr8WWXYZQ0GtUY/uRfbdu8g1VxY5/HtF+vad+XFTpyZ33ZMccXSZvfYrc/W1ZcaOlVEAAACth+EgAABoJDfcVB8qfNqyyyQ/PLpIUQicaJtqaorst0+RU04q0rVrdd/Ho5NjflzmxpuEbwAAAAAAzL66ujIXXVLmJ8eWGTu2uq9r1+Tk3xQ5+siadOokp2ntunSpfzLUVf8scuxPiiy/3KyPHTIkOf2MMjt+q8ypv6/LSy/LKQAAgJbPcBAAADSCYW+VOePManDQrVvym18VAidI8o31ipx/TpHFF6vW6+qSU35f5ppBgjcAAAAAABpuwoQy//fzMn/7e5nyM5eYl1giOf/cIht8Q0bT1nTsWGTgNkUuOK8m559bZJutk44dZ37sxIn1N/874OAyB32vLrfcWmbSJHkFAADQMhkOAgCAr2jq1DK/+m2ZiROr9eN/VmThhYRO8InFFity3jlFvrH+jPv+9OcyV1wlcAMAAAAA4IuNHFnmyGPK3P/gjPs22Tg57+wiiy0qo2nrVuhf5Lif1uS6a4oceXiRRRed9bGDBye/PaX+aUJ/OasuQ96UWQAAAC2L4SAAAPiKLr60zODB1dqO2yffWF/oBJ/VtWuRk35dZM89Ztx35tllLvmHsA0AAAAAgFl7660yhx4+YzZTU5McdmiRX/2iSJcuMhqm69G9yLd3LfLPS4r8+Y9FNt4waTeLn5obMya58l/JnvuU+d7363LzLWUmTJBdAAAAzV/7pm4AAABasv8NLnPxpdXaYosm3z9M6ASzUlNT5NCDi3TuXOZvf68Gauf9rczkyWUO2K9IUfg+AgAAAABguhf+V+anPysz6uNqvXv35Ne/LLLmGq4rM2tFUWSN1ZM1Vi8yYkSZG25K/n1DmQ9GzPz4555Pnnu+zJ/PTDb/Zpkdtiuy7LK+xgAAgObJk4MAAOBLmjSpzEmnlqmrm15r1y454f+KdO4sGIAvsu/eRQ47dMbvlYsuSc45r0xZuhMfAAAAAAD1HniwzJE/mHEwaIH5k3PONBjE7Onbt8h++xT51xVFTvp1kbXWnPWx48Yl1/072e+gMocfWZd77yszdaoMAwAAaF48OQgAAL6kiy4pM2RItbbfPkX69xc+QUPt8Z0inTomfzqjGqL98/KkQ/syBx3g+wkAAAAAoK277voyf/xz9YZtSbLcssnvTinSt49ryXw57dsX2XCDZMMNigx7q8wNN5W55dZk5MiZH//Ms8kzz5ZZcMFknz2Trbasfw0AAICm5slBAADwJbz4Ypl/Xl6tLbdcsuceTdMPtGS77Fzkxz8sUnwmO7v40uTqa915DwAAAACgrSrLMn89vy5/+NOMg0ED1krO/LPBIBrPoosUOeyQmlx7VZHf/qrI2gMyQ3bxiXfeSU75fZnd9yzz7xvLTJkizwAAAJqW4SAAAJhNU6aUOenUMrWfCqHat0+O+2nhzmDwJe2wXZHjji1S85l/pZ5+Rpk77hKoAQAAAAC0NVOmlPnNSWUuvWzGfdtsnfzu5CJdushlaHwdOhTZaMMip/2uJv+6osh++yR95p35se+8m/zuD/VDQtf925AQAADQdAwHAQDAbLriquT1N6q1ffYqsszSAij4KrbessgPfzDj99FvTirz+BPCNAAAAACAtmLSpDLH/l+Z2+6Ycd9++yQ/+4kbtjF3LDB/kQP2q8nVVxY54fgiK/Sf+XHvvpf84Y9l9tm/zFNPyzQAAIC5z3AQAADMhuHDy1x4cfWC/jJLJ3t9t4kaglZmh+2KHHRANdCtrU3+74Qyr78hTAMAAAAAaO0+GQx65NFqvV1N8tMf1Q9qFIXBIOauDh2KbLFZkfPOKXLa74qstOLMjxs6LDni6DKn/r4uo8fINQAAgLnHcBAAADRQWZY57fQykydPr9XUJMf+2N3poDHtvWfyrZ2rtXHjkh8fW+bDDwVpAAAAAACt1cSJZX56XJnHHq/WO3dOTjmpyHYD5TE0raIosvaAIuecWeRPfyiy8kozP+6Gm5Lv7l3mzrvKlKVsAwAAmPMMBwEAQAPdfU/y6GPV2s47Jv37C6KgMRVFkSO/X2TjDav1995LfnpcmYkThWgAAAAAAK3NJ08MevyJar1b1+TPfyyy7jryGJqPoiiy1ppFzv5LkdNPK7JC/xmPGTky+eWvy/zop2XefVe2AQAAzFmGgwAAoAHGjStzxpnVi/Z9+yYHHSCIgjmhpqbIz/+vyNdWqNZffCk5+VR32QMAAAAAaE0mTy5z/C9mMhjULTn9tCIrfk0eQ/NUFEXWXKPIuWcVOfrIIvPMM+Mxjzya7HtAmbvvlW0AAABzjuEgAABogAsvLvPhR9XaUd8v0rWrMArmlE6dipx6UpEFF6zW77on+cc/m6YnAAAAAAAa19SpZX5xYpmHHq7Wu3evHwzq318WQ/PXrl2Rb+1c5B8XF/nG+jPuHzsuOeGXZU79fV0mTDAkBAAAND7DQQAA8AWGvFnmX9dUa+usnWy8UdP0A21J795F/nBKka5dq/Xz/lbmwf8KzwAAAAAAWrKpU8uc+Jsy9z9YrXftmvzp90X6L28wiJZl/n5FTv5Nkd/+qkifPjPuv+Gm5LAjyrz3vowDAABoXIaDAADgc5RlmT//pUxt7fRahw7JUUcUKQqBFMwNiy9e5Jc/L/Lpb7myTE78TZmhw4RnAAAAAAAtUW1tmZNOKXPPvdX6PPMkp/3OE4NouYqiyEYbFrns4iKbbzbj/ldeTQ46pMzzL8g4AACAxmM4CAAAPsf9DySPPV6t7bZrsugiAimYm9Zdp8ihB1e/78aPT37+yzITJwrPAAAAAABakrq6Mr87rcztd1brnTsnfzi1yEorymFo+bp1K3LC/xX5v58Vmadzdd9HI5Mjjy5z1z0yDgAAoHEYDgIAgFmYNKnMX86uXpCfr2+y954CKWgKe3wnM9xh77XXkj/+WXAGAAAAANCSnHVumZturtY6dkxOPanIqqvIYWg9iqLI1lsWueD8IostWt03eUryy1+VufEmOQcAAPDVGQ4CAIBZuPra5J13qrXDvlekSxehFDSFoijykx8WWWrJav3mW5IbbxacAQAAAAC0BFdfW+bKq6q1Dh2Sk39TZI3VZTC0TostWuSvZxcZsFa1XpbJKb8vc9XVcg4AAOCrMRwEAAAzMXJkmUv+Ub0Iv8rKyWabNlFDQJJknnmK/ObEIvPMU63/8fQybwwRnAEAAAAANGf3P1Dmz3+pXstt1y759YlF1h5gMIjWrXv3Ir87uchOO86474wzy/zzCjkHAADw5RkOAgCAmbjgojLjxlVrRx5epCgEU9DUFlusyLE/rn4vTp6cnPjrMpMnC84AAAAAAJqjF/5X5pe/LlN+5jLuz35a5BvryV9oG9q3L3LMUUX22nPGfWefW+b6G+QcAADAl2M4CAAAPuP1N8r8+4Zqbcstkv79BVPQXHxz0yI771itvfpacv4FQjMAAAAAgOZm+PAyPz2uzKRJ1fqB+xfZagv5C21LURQ55MCaHHLQjF/7f/hjmTvuknUAAACzz3AQAAB8xtnnlqmrm77dqVNyyIGCKWhuDv9ekSWXqNYuvzJ57HGhGQAAAABAczFqVJkf/rTMqFHV+sBtkn32apKWoFnY67tFDv9eNYMsy+Q3J5V5+BFZBwAAMHsMBwEAwKc882yZhx+p1vb4TtKvn+EgaG46dSryi58X6dChWv/tKWU+/lhoBgAAAADQ1CZNKvOz48u89Va1PmCt5EfHFCkK+Qtt2+67Fdl372qttjb5xa/KvDFE1gEAADSc4SAAAPj/yrLM+RdUL7LP27v+ojzQPC2zdJHvHVz9Hh0xIvn9aWXKUmgGAAAAANCUTv9Lmeeer9aWWTr59S+LtG8vf4EkOWC/It/apVobNy756XFlRo2SdQAAAA1jOAgAAP6/xx5Pnn6mWtt7ryJduginoDn71i71d5n8tHv/k9x0S9P0AwAAAABAcsutZW64sVrrN1/y+1OKdO0qe4FPFEWRIw8v8s1NqvW3306O/0WZKVMMCAEAAF/McBAAAKT+qUHn/a16YX3++ZPtBzZRQ0CD1dQUOe7YIj17VOt/PqPMsLcEZgAAAAAAc9srr5b5/R+r12c7d05+d0qR+eYzGASf9UnWsUL/av3pZ5K/ni/rAAAAvpjhIAAASPKfB5IXX6rW9tunSMeOAipoCfr2KfLTH1e/XydMTH792zK1tUIzAAAAAIC5ZezYMj//RZnJk6v1n/yoyDJLy11gVjp1KnLyb4rM17dav+Kq5LHHZR0AAMDnMxwEAECbV1tb5m8XVC+oL7postUWTdQQ8KVsuEGR7ber1v43OLlmUNP0AwAAAADQ1pRlmd+eUuat4dX6zjsmW2xmMAi+SN++RU7+bZGOHar135xcZtQoA0IAAMCsGQ4CAKDNu+vu5I0h1doB+xZp315IBS3NEYcVWWSRau28v5V55x2BGQAAAADAnHb5lcn9D1RrK6yQfP8wmQs0VP/lixx6SPV75sMPk1N/X6Ys5R0AAMDMGQ4CAKBNmzq1zAUXVi+iL710sukmTdQQ8JXMM0+RY39cDcwmTkx+/0eBGQAAAADAnPT0M2X+el71OmzPHsmvf1mkY0fDQTA7vrVzMmCtau3+B5Obb22afgAAgObPcBAAAG3azbcmw9+u1g7av0hNjZAKWqqvr1pkx+2rtUcfS26/o2n6AQAAAABo7UaOLPOLE8vU1k2vFUVywvFFFphf5gKzq6amyP8dW6RXz2r9L2eV+fBDN0MDAABmZDgIAIA2a9KkMhddXL14vsIKyfrrNVFDQKM59OAifftWa2ecWWbkKIEZAAAAAEBjKssyJ51a5sOPqvX99imy9gCDQfBl9elT5NifVL+Hxo5N/vRnWQcAADAjw0EAALRZ19+QvP9BtXbwAUWKQlAFLV23bkV+eHT1e/nj0fUDQgAAAAAANJ5rBiUPPVytDVgr2XfvpukHWpNvrF9ks29Wa/f+J7nvP/IOAACgynAQAABt0uTJZf55RfWi+eqrJWuu0UQNAY1ug28U2WTjau2OO5OHHhaYAQAAAAA0hldfK3P2OdVrrn3mTX7+f0VqatyMDRrDUUcU6dmjWvvj6WXGjJF3AAAA0xkOAgCgTbrt9mTEiGrtwP09NQham6OPKNKtW7X2+z+WGT9eYAYAAAAA8FVMmlTml78uM3lKtf5/PyvSu5e8BRpL715Fjjqi+j314UfJ+RfIOgAAgOkMBwEA0ObU1pa57DNPDfr6qskqKwuqoLXp06fI9w+rfm+//35y3t8EZgAAAAAAX8WZ55QZMqRa+863kwFryVugsW2+WbLuOtXadf9OXnpZ3gEAANQzHAQAQJtz3/3JW29Va3t9V1AFrdW2WydrrF6tXXudwAwAAAAA4Mt64MEyg66r1pZbNjn4QHkLzAlFUeSYo4p06jS9VleXnPanMnV18g4AAMBwEAAAbUxZlvnHZdUL5MstmwxYq4kaAua4oijykx8W6dhxeq2uLvnDH8vU1grMAAAAAABmx4gRZU4+tXpttXPn5Jc/L9Kxo+EgmFMWXLDI3ntWv8f+Nzi56eYmaggAAGhWDAcBANCmPPpY8vIr1dqe3y1SFMIqaM0WXrjIPntVv88Hv5jccGMTNQQAAAAA0ALV1ZX5zcllPh5drR/1/SKLLSZrgTlt992SRRap1s49r8zo0W6GBgAAbZ3hIAAA2pR//LN6YXyRRZKNNmiiZoC5avfdksUWrdbOPb/MRx8JzAAAAAAAGuL6G5LHn6jWNt4wGbht0/QDbU3HjkWOOao6iPfx6BkzUAAAoO0xHAQAQJvx/Atlnnq6Wvvud4q0a+dOdtAWdOxY5Ic/qH6/jx1bf0c9AAAAAAA+39vvlDn7nOr11H7zJT/5UZGikLXA3DJgrSIbb1itXX1t8v778g4AAGjLDAcBANBmfPaOWX37Jltu0UTNAE1ijdWLbL5ZtXbLbclLLwvMAAAAAABmpa6uzMmnlpkwsVr/2U+L9OhhMAjmtkMPLtKu3fTtyZOTCy+RdQAAQFtmOAgAgDbh9dfLPPBgtfadbxfp2FFgBW3N979XZJ55pm+XZXLm2WXKUmgGAAAAADAzg65Pnnq6Wtt+u2StNeUs0BQWWaTIdgOrtZtvToYOlXUAAEBbZTgIAIA24bIrqhfCu3dPth84i4OBVq1PnyJ7fbcaWD/1dGYYIAQAAAAAIHn33TLn/rWas8w/f3L4oQaDoCntu3eRzp2nb9fWJeddYDgIAADaKsNBAAC0eu+8U+bOO6u1b+2cdOkitIK2ardd68PrTzvr3DJTpgjNAAAAAAA+UZZlTju9zISJ1fqxPy7StaucBZpS3z5Fdv1WtXbvfcmLL8k6AACgLTIcBABAq3fl1WVq66Zvd+6cfGtngRW0ZZ06FTn04Oo68NZbyaDrm6ghAAAAAIBm6O57kocerta2G5istaacBZqD736nSI8e1drfLzIcBAAAbZHhIAAAWrUxY8rcdHO1tt22Sc+eQito6zbbNPnaCtXahReXGT1aaAYAAAAAMHp0mdP/Ur1e2mfe5LBDZCzQXHTrVmSP71S/J//7UDL4RVkHAAC0NYaDAABo1W64KZkwYfp2TU2y265CKyApiiJHHF5dD8aMSS66RGAGAAAAAHD2uWVGjqzWjj6ySPfuchZoTnbeMenVq1q74EJZBwAAtDWGgwAAaLWmTi1zzaDqhe+NNkwWWEBoBdRbeaUim25SrV0zKBk6TGgGAAAAALRdzz5X5sabq7VvrJ9svFHT9APMWpcuMz496OFHkudfkHUAAEBbYjgIAIBW6777k/feq9Y8NQj4rO8dXKRjh+nbtbXJOecKzAAAAACAtmnq1DKnnV69RjrPPMkxRxUpCjkLNEc775jM27ta+/tFsg4AAGhLDAcBANBqXXlV9YL3il9LVlpRaAVULbhgkV2/Va3d/2Dy5FNCMwAAAACg7bl2UPLaa9XagfsX6ddPxgLNVefORb67R/V79NHHkhdflHUAAEBbYTgIAIBW6fkXyvxvcLX2bU8NAmZhr+8W6dWrWvvLWWVqa4VmAAAAAEDbMWJEmb9dWL0uuvTSyS47NVFDQIPtuH3SZ95q7bIr5BwAANBWGA4CAKBVuuIzTw2af/5kow2aqBmg2evWrciB+1UHCF95Nbnt9iZqCAAAAACgCfzl7DLjx1drPzy6SPv2bsAGzV2nTsUMN0u87z/JW28ZEAIAgLbAcBAAAK3OO++U+c/91dq3dhZcAZ9v4LbJkktUa3/9W5kJE4RmAAAAAEDr99jjZe66u1rbdptklZXlK9BS7LBd0qXL9O26uhlvqggAALROhoMAAGh1rr62TF3d9O155km227bp+gFahvbti3z/sGrI/eGHyT+vEJoBAAAAAK3b5Mll/vjn6rXQ7t2TQw82GAQtSbduRXbcvlq7+Zbko49kHQAA0NoZDgIAoFUZN67MDTdVawO3qb8QDvBF1h5QZO0B1do/r0jef19oBgAAAAC0XpdfmQwbVq0denCR3r3kK9DS7LpLkfbtp29PnpJcM0jOAQAArZ3hIAAAWpUbb07Gj5++XRTJt3YRXAENd/j3itR86l/LkyYlF14iNAMAAAAAWqe33ylz8aXVa6ArrJBst20TNQR8JfPNV2TLLaq1a69LJk6UdQAAQGtmOAgAgFZj6tQyV19Tvai9wTeShRcyHAQ03FJLFtl+YLV2883J0KFCMwAAAACg9Tnz7DKTJ0/frqlJfvSDIjU18hVoqXbfrfr9O2ZMcsedTdQMAAAwVxgOAgCg1Xjwv8k771Zru+0quAJm3777FOncefp2bV1y3gWGgwAAAACA1uXJp8r85/5qbacdkuWXk69AS7bE4kXWWbtau2ZQmbKUdQAAQGtlOAgAgFbj2uuqF7P7L5+ssnITNQO0aH37FNn1W9Xavfclg18UmgEAAAAArUNtbZm/nFW95tmrZ3Lg/gaDoDXYZafq9/KrryXPPtdEzQAAAHOc4SAAAFqFN98s88ST1douOxcpCgEW8OXssVuR7t2rtb+ebzgIAAAAAGgdbrk1eeXVau3A/Yt07y5bgdZg7QHJwgtVa9cMknMAAEBrZTgIAIBWYdC/qxeye/ZINt24aXoBWofu3Yvs9d1qCP74E8ljjwvOAAAAAICWbfz4Muf9rXqtc8klkoHbNk0/QOOrqSmy82eeHnTffckHH8g5AACgNTIcBABAizdhQplbbq3Wtt026dTJne2Ar2aXnZK+fau1v55fpiwFZwAAAABAy3XpZWU+GlmtHXF4kfbtZSvQmmyzVdK58/Tt2rrk+htkHAAA0BoZDgIAoMW7465k3Ljp20WR7LCd8Ar46jp1KrL/vtX15MWXkvv+00QNAQAAAAB8Re+8U+bKq6q19dZJBqwlW4HWpnv3IltuXq39+4ZkyhQDQgAA0NoYDgIAoEUryzLXDqpevF5n7WThhQRYQOPYZqtk0UWrtfP+VmbqVMEZAAAAANDynHNemclTpm+3a5cc/j25CrRWu+xU/f7+aGRy/4NN1AwAADDHGA4CAKBFe/6F5NXXqrWddxRgAY2nffsiBx1QXVeGDktuva2JGgIAAAAA+JKefa7M3fdUazvtmCy+uGwFWqulliqy6irV2vX/dgM0AABobQwHAQDQog26rnrhesEFkwFrNVEzQKu18YbJ8stVaxdcWGbSJOEZAAAAANAy1NWV+ctZ1Wua3bsn++9jMAhaux22q36fP/FkMnSYjAMAAFoTw0EAALRYI0eWuee+am3H7Yu0ayfEAhpXTU2RQw+uri0fjEj+fWMTNQQAAAAAMJvuuDMZ/GK1tt8+RXr0kKtAa7fRhknPHtXav28wHAQAAK2J4SAAAFqsG29OpkyZvt2xQ7Lt1k3XD9C6rblGssbq1do/LvP0IAAAAACg+Zs8ucz5F1SvZS62aLLzjk3TDzB3depUZJvP5Kg33xoZBwAAtCKGgwAAaJFqa8tc9+/qxepNN0169XJ3O2DOKIoiB+xXXWM+/Ci57t9N1BAAAAAAQANd9+/k3feqtcMOLdK+vVwF2ortt6t+v48endz3nyZqBgAAaHSGgwAAaJEeejh57zMh1s47CrCAOWuVlYsMWKta+8c/y0yY4M56AAAAAEDzNG5cmUsurV7DXGXlZP31mqghoEksukiRNVav1q6/Qb4BAACtheEgAABapGuvq16oXn65ZIX+TdQM0Kbsv291EHHkyGTQ9U3UDAAAAADAF7j8yjKjPq7WvndIkaJw0zVoa3bcvvp9/8yzyfDhBoQAAKA1MBwEAECLM/ztMo8+Vq3ttKMQC5g7VlqxyDprV2v/vKLM+PHCMwAAAACgefnoozJXXlWtbbB+svJKMhVoi76xftKzR7V26+3yDQAAaA0MBwEA0OLcdHP1AnW3bslmmzZRM0Cb9NmnB40alVx7XZO0AgAAAAAwSxddUmbCxOnbNTXJwQcZDIK2qkOHIptvVq3dcmtSV2dACAAAWjrDQQAAtChTp5a5+dZqbastks6dBVnA3PO1FYqst261drmnBwEAAAAAzcjw4WWuv6Fa23qrZMklZCrQlm29VXUNePe95OlnmqgZAACg0RgOAgCgRXnk0WTEiGpt4LZCLGDu++zTgz4enVwzqImaAQAAAAD4jL9dWKa2dvp2xw4zXtcE2p7llk2WXqpau+VWNz8DAICWznAQAAAtyo03Vy9Mr9A/WWZpQRYw9/VfvsgG61dr/7yizLhxAjQAAAAAoGm98kqZO+6s1nbZOZm/n0wF2rqiKLLVltW14N77kvHj5RsAANCStW/qBgAAoKE+/LDMf/9brW27jRALmoMpU6Zk6NChGTJkSD788MOMGzcunTt3Tvfu3bPEEktkueWWS8eOHZu6zUa3/75F7n9welg2Zkzyr2uSffduwqYAAAAAgDbv3POrP+TfrWuy13dlKrRubTWr+DK22Cw5969JbV399oSJyX3/Sbbeqmn7AgAAvjzDQQAAtBi33Db9AnWSdO6cbP7NpusH2rohQ4bkvvvuy2OPPZbnnnsukyZNmuWxHTp0yIYbbphdd901X//61+dek3PYsssW2XCDMv+5f3rtiqvK7LpL0rWroB0AAAAAmPuefKrMI49Wa3vsXqRHD9csaX1aSlYxefLkvPLKKxk8ePC0X0OGDEld3fTw84ADDshBBx00V/rp06fI2gPK/Pfh6bVbbiuz9VbWCQAAaKkMBwEA0CKUZZkbb67e5W7Tjf3wPTSVgw46KM8991yDj58yZUruuuuu3HXXXRk4cGB+8IMfpGvXrnOww7ln/32L/Of+6evT2LHJoOuTPfdowqYAAAAAgDapLMuce141T+kzb7LrLk3UEMxBLSGr+Nvf/pYHHnggr776aqZOnTpH32t2bbVVkf8+PH29eOrpZMSIMn37yl8BAKAlqmnqBgAAoCGeeTZ5661qbeC2LkxDUxk6dOhM6wsvvHDWXHPNbL755tloo42y5JJLznDMjTfemKOPPjrjx4+f023OFcssXWTDDaq1K/9VZtKkcuYnAAAAAADMIf95IPnf4Gpt332KzDOPTIXWpyVkFffdd19efPHFZjcYlCTrr5t06TJ9uyyTu+9pun4AAICvxpODAABoEW64qfpD9ostmqy8UhM1A1R8/etfz8CBAzNgwID069dvhv1Dhw7NWWedlfvuu29a7bnnnsupp56aE088cW62OsfsvWf16UEjRyY33JR8a+cmbAoAAAAAaFOmTi1z3vnVPGWRhZPttm2ihmAuamlZRe/evZMkI0eOnOvv/YlOnYpsuEGZW2+bXrvjrjLf3tUwIQAAtESeHAQAQLM3ZkyZe++r1gZuW6QoXJiGplJTU5Mtt9wyV155Zc4999wMHDhwpmFbkiy22GI59dRTs+eee1bqt912W5577rm50e4c13/5IgPWqtb+eXmZKVM8PQgAAAAAmDtuvT158zMPUjnogCLt28tTaJ1aSlbRo0ePrLXWWtl7771z0kkn5brrrsstt9ySddddd46+b0Ns/s3q+jD4xeStt2QbAADQEnlyEAAAzd6ddyeTJk3fbtcu2XrLpusHSC644IIstNBCs3XO4YcfnieeeCKDBw+eVrv11luz8sorN3Z7TWKfvYo8+tj0wOz9D5Lbbk8GuisnAAAAADCHTZpU5u8XVn+gf7llk002bpJ2YK5oCVnFn/70p/Tt23eOvHZjWGP1pFevZNSo6bU770723bupOgIAAL4sTw4CAKDZu+Gmapi1wfpJ797ucgdNaXbDtiQpiiK77LJLpfbEE080VktNbtVViqy6SrX2j3+WmTrVHfYAAAAAgDnrmkH1Nyz6tEMPLlJTI0+h9WoJWUVzHgxKkvbtixmGCO+8q0xZyjYAAKCl8eQgAACatZdfKfPyy9XattsKsj5RlmVeeOGFvPXWW/nggw9SU1OThRdeOKuvvnp69OjxuedOnDgxzzzzTIYMGZLx48ene/fuWXzxxbPaaqulffuv9k+F8ePH59lnn82IESMycuTI1NTUZN55580SSyyR5ZdfPjU1X+0+BW+99VbefPPNvPPOOxk/fnySpEePHunbt29WXHHF9O7d+yu9/sxMmjQpzzzzTN59992MHDkyXbt2zQILLJDVVlstXbt2bfT3a62WW265yvaIESOaqJM5Y+89i/zwJ9MDs7eGJ/fcl2z+zSZsCgAAAABo1caMKXPpZdUf5F9j9WStNZuoodkg55BzNIXWnlXMrs2/WWTQddPXkCFvJq++liy7TBM2BQAAzDbDQQAANGs3fuapQf3mSwa0gDCrsTzxxBM5/PDDp20fcMABOeiggzJlypRcfvnlGTRoUN55550ZzuvYsWO23377HHbYYenSpUtl36hRo3L++efnpptuysSJE2c4t0ePHtl///3z7W9/O+3atZutfh9++OFceumleeaZZzJ16tSZHtOrV69st9122Wuvvb4w2PvEhAkT8sADD+Tee+/Nk08+mZEjR37u8csvv3x23333bL755g3+GH71q1/l5ptvnrZ97bXXZqGFFsqYMWPy17/+NbfddlvGjBkzw3nt2rXLlltumUMPPTT9+vVr0Hu1ZZ/9/ZgyZUoTdTJnDFgrWX655KVPDTVe+o8y39wk7tAJAAAAAMwR/7yyzGcvXx9yUJGiaPprkk2dc8zuEI+co23kHK09q5hdK62YzD9/8t5702t33FVm2WWafg0BAAAa7qvdxgIAAOagSZPK3H5ntbbtNkm7dm37QvTHH3+cQw89NGefffZMA7MkmTx5cq6++uoceuihlaDnpZdeyl577ZVrrrlmpoFZkowePTqnn356fv3rX6eurq5BPY0aNSpHHHFEjj766DzxxBOzDMw+OfbSSy/NrrvumqeeeqpBr//zn/88P//5z3PXXXd9YWCW1H+cv/zlL3PUUUc16PhZeeGFF7LXXnvl6quvnmlgliS1tbW5+eabs//+++eVV1750u/VVrz11luV7b59+zZRJ3NGURTZe8/qGvX6G8mD/22ihgAAAACAVm3Eh2Wu+le1tvGGyddWaL5ZipxDztHUWntWMbtqaop8c9Nq7Z576p/sBQAAtByGgwAAaLYefCgZO7Za22ar5htmzQ1Tp07NMccckxdeeCFJ0qlTp6y++urZfPPNs8EGG2S++earHP/yyy/nN7/5TZJk6NChOeKII/LBBx8kSXr27Jl11lknW2yxRdZZZ50Z7rx3yy235Morr/zCnoYNG5YDDjggjz32WKXepUuXrL766tlss82y6aabZoUVVqjcoe/jjz/OkUcemYcffvgL3+Oz4UPXrl2z0korZYMNNsiWW26ZTTbZJCuuuGI6depUOe7xxx/P0UcfncmTJ3/he8zs4/rBD36Qd999N0n9nQYHDBiQLbbYYqaf6xEjRuTYY4/NhAkTZvu92pK77767sv21r32tiTqZczb4RrLEEtXaJZeVQjQAAAAAoNFddHGZSZOmb7erSQ4+sPlmKXM757jqqqu+sCc5R722lHO0haxidn1zk+q68c67yUsvNVEzAADAl9K+qRsAAIBZufXWalCy+mrJggs230Brbhg0aFBGjx6djh075sADD8y3v/3tdO7cedr+sixz3XXX5Q9/+ENqa2uTJPfdd18effTR/OUvf8no0aPTr1+/HH300dl4440rIdaECRNyxhlnZNCgQdNq5513Xvbaa69069Ztpv1MnDgxxx57bIYPHz6ttvjii+eQQw7JRhttlHbt2lWOHzFiRM4///xcf/31SZIpU6bkl7/8ZS655JL069fvcz/2ZZddNltttVXWW2+9LLnkkrPs57bbbsu555477U56L730Us4///wcfvjhn/v6n/WLX/wio0ePzgILLJAjjzxyho+nLMvcdtttOeWUU6bdnXD48OG5/PLLs//++3/ua48aNSrjx4+frX6+jO7du6d79+5z/H0a6r333su9995bqW200UZN08wcVFNTZK89kl+fNH0NGzw4efyJZK01m7AxAAAAAKBVGf52mRtuqta22TpZbLHmm6U0Rc6x3XbbpWvXrjPtR87R9nKOtpJVzK7llk0WXigZ/vb02t33lenfv/muJwAAQJXhIAAAmqWPPirzyKPV2tZbuvg8evTotG/fPn/84x+z5pozThkURZGddtopY8eOzVlnnTWtfvzxx2f06NFZaKGF8te//nWGu8ElyTzzzJOf/vSnee+99/Lf//43STJ+/Pjccsst2XXXXWfaz1/+8pe89tpr07bXXXfdnHzyyZUg79P69u2bn/3sZ1l88cVzxhlnJKkPkM4777wcf/zxs/y4f/jDH2ahhRaa5f5PdO7cOTvssEPWXnvtHHLIIXnvvfeSJNdee2323XffWYZ/MzNq1KgstdRSOeuss9K7d+8Z9hdFka222mra5+0T//73v7PffvulKGb99XrGGWfk5ptvbnAvX9YBBxyQgw46aI6/T0P97ne/y6RP3cJy4YUXzsYbb9x0Dc1B39w0ueCi5O1PhWiXXlZmrTWtYwAAAABA47j40jL/f34mSdKxY7L/vs37GmRT5Bx33XVXtt9++5n2I+doezlHW8oqZkdRFNlk4zL/+Of02j33JN87uPzcrwUAAKD5qPniQwAAYO67/c6ktm76dufOyUYbNl0/zcm+++4708Ds03bdddd06dJl2vbo0aOTJCeccMJMA7NP22uvvSrbDz/88EyP++CDD/Lvf/972vaCCy74uYHZp+2xxx5Zb731pm3fdttt+fDDD2d5fEMCs09bYIEFctRRR03bHjduXO6///7Zeo127drlt7/97UwDs0/baKONssIKK0zbfvfddzNs2LDZeq+24IorrsiDDz5YqR1zzDFp37513rOiffsi3929GpY9+VTy4ovlLM4AAAAAAGi4t94qc9tt1dpOOybzzdf8f4h/buccjz/++EyPk3PUa0s5R1vLKmbXpptU14933k1eeqmJmgEAAGab4SAAAJqlW26r/gD9RhsmXbo0/0BrTuvcuXN22223Bh23yiqrVGqrrrpqvv71r3/huauuumo6deo0bXvw4MEzPW7QoEGZMmXKtO0DDjigQYHZJ/bYY49p/z9lypQ89NBDDT63ITbYYIN06NBh2vZzzz03W+dvsskmWXLJJRt07Prrr1/Zfvnll2frvVq7Rx55JH/5y18qtR122GGGz1trs/WWSZ8+1do/rzQcBAAAAAB8dRddWs5wk7U9d2/+OUpT5ByzumYv55iuLeQcbTWrmB3LLpMs/Jk5trvvlWsAAEBL4bYHAAA0O6+8Wua116q1rbds/oHW3LDSSiule/fuDTp2kUUWqWyvs846DTqvpqYmiyyySF77/78Js7rT3aOPPjrt/9u1a5dNN920Qa//iVVXXTXt2rVLbW1tkuSZZ57JwIEDZ+s16urqMmHChIwfP74S4H2iR48e0/ofMmTIbL327IRBSyyxRGV75MiRn3v8CSeckBNOOGG2+mmpXnrppRx33HHTfp+TpH///jnmmGOasKu5o2PHIt/aOfnr+dODs3vvS4a/XWbhhaxpAAAAAMCXM3RYmdvvqNZ23inp3bv5X3dsipzjo48+mulxco7pWnvO0ZazitlRFEU23aTMpZdNr91zb/K9Q8oURfNfXwAAoK0zHAQAQLNz62eeGtSvX7L6ak3UTDPz2XDm83Tr1u1Ln9u1a9dp/z927NgZ9k+aNCkvvvjitO1+/fpl1KhRGTVqVIPfI0m6d+8+7Zy33nrrC4+fMGFCHnjggdx///15+eWXM2zYsEqQ83nGjBkzW7019G56SWYIMmf2OWtOpk6dmvfff79Bx7Zv3z79+vX7Uu8zdOjQHH300Rk3bty02uKLL54//elPlbs2tmY7bp9c8o9kwoT67bq65MqryhxztBANAAAAAPhyLrq4TN2nnho0T+dkj91axjXHpsg5Pn2N+hNyjqqWlnPMDlnF7Nlk4yKXXjY9q33n3eTFl5IV+jdhUwAAQIMYDgIAoFmZOrXM7XdWa1tukdTUtIxQa07r0aNHg49t165dZbuhd+L77LlTp06dYf+HH35Yqb/zzjvZeeedG/z6MzN69OjP3X/99dfn3HPP/cK71c3K7AZZs/P5at+++k+rmX3OmpP333+/wb9fCyywQK677rrZfo+333473//+9yu/X4ssskjOPPPM9O7de7Zfr6Xq3r3I9tuVufKq6bWbbkn237dMr17WNQAAAABg9rz5Zpk7767Wdtk5LeZ6Y1PkHDMbvpFzVLW0nKOhZBWzb9llkoUXSoa/Pb12z31lVujfMtYYAABoy2qaugEAAPi0Rx5NPpuJbL2Fi82fKIov/7n4Kud+1hcFXF/G+PHjZ7nv9NNPz8knn/ylA7Mkqfv0bRQboDE/X23Ne++9l8MPP7zydKIFFlggZ555Zuabb74m7KxpfPtbRT6dYU+alAy6vun6AQAAAABargsv+cxTg+ZJdm8hTw1K5BxyjrlHVvHlFEWRTTau1h54oCk6AQAAZpcnBwEA0KzccltZ2V7xa8lii7Xt8KI5mjJlSqO/ZlmWM63fddddueKKKyq1pZZaKptttllWXHHFLLjggpl33nnTsWPHdOzYsXLcjjvumHfffbfRe/2qRo0a9bkhYWPp3r37bN0ZsDGMGDEihx9+eN55551ptfnmmy9nnnlmFlhggbnaS3Mxf78im21a5rY7pteuubbM7rslnTtb3wAAAACAhnn9jTJ3feapQbvukvTs6Trj7JJzfDXNPeeQVXw1G25Q5B//nP71PHRY/VPLFl/cWgMAAM2Z4SAAAJqN0aPLPPjfam3rLV1kbo569uxZ2V577bXz5z//eY681/nnn1/ZPvjgg7Pffvs16I53cyOY+jLOOOOM3HzzzXP8fQ444IAcdNBBM9QXWmihPPzww43+fh9++GEOP/zwvPXWW9Nqffr0yVlnnZVFFlmk0d+vJdn9O0Vuu2N6kDbq4+SW25KddmjCpgAAAACAFuWiS8p8ev6ka9fkO9+Wo3wZco6vpqlzjs8jq/jq+i+f9O2bjBgxvfafB5K9Fm+6ngAAgC9W09QNAADAJ+66J/n0jdo6dEg23aTp+mHW+vTpU9keOnToHHmfoUOHZsiQIdO2V1tttey///4NCswmTpyYMWPGzJG+mNGoUaNyxBFH5M0335xW6927d84888wstthiTdhZ87DM0kUGrFWtXXFlmdramd9JEgAAAADg0157vcw991Zr3/5W0qOH4aAvQ87ROskqGkdNTZFvrF+t3f+APAMAAJo7w0EAADQbt95Wvai8/npCreaqa9euWWqppaZtv/POO3MkOPv0Xd2SZP3115/FkTN6/vnnU5aCirnh448/zhFHHJHXX399Wq1nz575y1/+kiWXXLIJO2te9vhOdT0b/nZy/wNN1AwAAAAA0KJceHH1qUHduibf/pYM5cuSc7Q+sorGteE3quvL/wYnIz709QgAAM1Z+6ZuAAAAkmTo0DIv/K9a23pLoVZztvbaa1cCluuvvz5HHHFEo77HZ++I161btwafe9NNNzVqL43phBNOyAknnNDUbTSKMWPG5Mgjj8wrr7wyrdajR4+cccYZWWaZZZqws+ZnjdWT5ZZLXn55eu2yK8pstGEadJdIAAAAAKBtev31MvfeV63t9u0i3bu7rvhVyDm+vOaWc8gqGt9qX0+6dk3GjZtee+DBZMftm6wlAADgC3hyEAAAzcItt1fvNNW7d7L2gCZqhgbZeeed065du2nbV199dSVEawzdu3evbA8ZMqRB5w0ePDh33HFHo/bCjMaNG5ejjz46L7300rRa165dc/rpp2f55Zdvws6ap6Iossdu1bB+8ODkmWebqCEAAAAAoEW4+B/VDKVbt2TXXZqomVZEztE6yCrmjA4diqyzdrV2/wOeHAQAAM2Z4SAAAJpcXV2Z2z+Tb2yxWdK+vTveNWeLLrpoBg4cOG170qRJOeaYY/LGG2/M1utMnjw5N95440z3LbvsspXtm2++OR9++OHnvt7w4cNz3HHHZerUqbPVB7Nn4sSJ+eEPf5gXXnhhWq1Lly45/fTT87Wvfa0JO2veNt4oWXCBau2fVwjTAAAAAICZGzq0zN33VGu77pJ06yZD+arkHC3f3Mwq3n777ayzzjqVX2+//Xajvkdzs+E3quvME08m48bJNAAAoLlq39QNAADAs88l771XrW21hVCrJTjqqKPywgsv5NVXX02SvPvuu9l3333zne98JzvvvHPmn3/+mZ43ceLEPPvss7n//vtz5513ZuTIkZUA7hPzzTdfVl111TzzzDNJktGjR+ewww7Lz3/+86y00kqVYydPnpxbbrkl5557bkaOHJlOnTqlXbt2GT9+fCN/1EyZMiU//vGP8/TTT0+rtWvXLj/+8Y/Tp0+f2Q7D+vXrl/bt28Y/T9u3L7Lbt5PTz5genv33oeSNIWWWXMK6BwAAAABUXXJZmfJTP4vfpUuy67dcS2wsco6Wq6VkFZMmTZrlQNiECRMq22PHjp1l33369EmnTp0avb/Ps87aSfv2ySdzalOnJg8/mnxzk7naBgAA0EBt46evAABo1m6/s3qHqSWXSJZZpml6YfZ06dIlp512Wo488si8+eabSepDjosvvjg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" ] }, "metadata": { "image/png": { "height": 563, "width": 1667 } }, "output_type": "display_data" } ], "source": [ "az.plot_posterior(trace1, var_names=[\"mu\", \"sigma\"], ref_val=[true_mu, true_sigma]);" ] }, { "cell_type": "markdown", "id": "71c3cf64", "metadata": {}, "source": [ "Pretty good! And we can access the posterior mean estimates (stored as [xarray](http://xarray.pydata.org/en/stable/index.html) types) as below. The MCMC samples arrive back in a 2D matrix with one dimension for the MCMC chain (`chain`), and one for the sample number (`draw`). We can calculate the overall posterior average with `.mean(dim=[\"draw\", \"chain\"])`." ] }, { "cell_type": "code", "execution_count": 16, "id": "49ce2423", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(-1.98161385)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace1.posterior[\"mu\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "code", "execution_count": 17, "id": "6d123c3c", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(2.05300289)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace1.posterior[\"sigma\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "markdown", "id": "9714914e", "metadata": {}, "source": [ "## Example 2: Parameter estimation with the other set of bins\n", "\n", "Above, we used one set of binned data. Let's see what happens when we swap out for the other set of data." ] }, { "cell_type": "markdown", "id": "ff15e306", "metadata": {}, "source": [ "### Model specification\n", "\n", "As with the above, here's the model specification." ] }, { "cell_type": "code", "execution_count": 18, "id": "d6b5d488", "metadata": { "tags": [] }, "outputs": [], "source": [ "with pm.Model() as model2:\n", " sigma = pm.HalfNormal(\"sigma\")\n", " mu = pm.Normal(\"mu\")\n", "\n", " probs2 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([[0], probs2, [1]]))\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values)" ] }, { "cell_type": "code", "execution_count": 19, "id": "359a8188", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [sigma, mu]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 11 seconds.\n" ] } ], "source": [ "with model2:\n", " trace2 = pm.sample()" ] }, { "cell_type": "code", "execution_count": 20, "id": "5b416ca2", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "az.plot_trace(trace2);" ] }, { "cell_type": "markdown", "id": "a2839fa6", "metadata": {}, "source": [ "### Posterior predictive checks\n", "\n", "Let's run a PPC check to ensure we are generating data that are similar to what we observed." ] }, { "cell_type": "code", "execution_count": 21, "id": "408be1e2", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [4000/4000 00:00<00:00]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model2:\n", " ppc = pm.sample_posterior_predictive(trace2)" ] }, { "cell_type": "markdown", "id": "38783e03", "metadata": {}, "source": [ "We calculate the mean bin posterior predictive bin counts, averaged over samples." ] }, { "cell_type": "code", "execution_count": 22, "id": "1915358c", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array([150.6875 , 328.46925, 537.65775, 530.53625, 313.99 , 111.5935 ,\n", " 27.06575])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ppc.posterior_predictive.counts2.mean(dim=[\"chain\", \"draw\"]).values" ] }, { "cell_type": "code", "execution_count": 23, "id": "1432196c", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array([150, 329, 538, 545, 295, 114, 29])" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "c2.values" ] }, { "cell_type": "markdown", "id": "212d92cb", "metadata": {}, "source": [ "Looks like a good match. But as always it is wise to visualise things." ] }, { "cell_type": "code", "execution_count": 24, "id": "51d4035c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Seven bin discretization of N(-2, 2)')" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ePVtz5szR/v37y722ZcuWGjt2rK688sqA1wuVn376SdOnT9fKlSsrPKYwNjZWF154oe66664qP/f+r3N/Dz74oOHzeNSx3xPC5dZbb9W///1v331s//79mjt3rm699dawrJeZmant27f72qeeeqoaN24clrXCweVyGdrl/Sxbl5X3eg/2MV544YWGwOCiRYsIdwEAAAAnqNr/s1gAAAAAQNglJyeXqXiyaNGiGt3DRx99pF69eumll16qNNglHQniPP/88+rTp482bNhQ6Vj/INe8efOqtb9NmzYZgl12u11XX311pdcUFxfrgQceUP/+/bVw4cJKgydut1srVqzQsGHDdPfdd6u4uLha+5SOHDN1zz33aOzYsZUGJ3JycjRp0iTddNNNhuoXNcXtdusf//iH7rzzzgqDXZK0b98+vfTSS+rXr5/hjeiasHnzZvXt21fTp0+vMNglSRs3btRf//pXvfLKKzW2t3Xr1unKK6/Um2++WWGwS5JWrFihm266qUb39sorr+jaa6/Vf//73yqDXdKR1+zKlSs1ceJErVy5MqA1Dh06pNtvv13XX3+9Fi1aVOnX19E1li5dqvvvv18zZswIaI2j9u/frxtvvFGPP/54ucGuyvzyyy/q27evHnjgAa1bt67CYJd05Gvyvffe02WXXab//Oc/Qa1zohk/frwGDhyoWbNmaePGjZUGuySpqKhIn3zyifr166fJkydHTEWmQHz22We69NJL9dprr1Ua7JKOVPWaOHGi+vTpo59//vm41v3zzz81cOBAPf/88xUGuyRpx44dGj9+vB566KEqPw+hkp+fr9tvv13Dhg3Tjz/+WGGwSzryuV+0aJH69++vxx57rEzop644Grg+1syZM1VQUBCW9b777jtD2z/wGckOHTpU5p5fv379WtpNeOzcudPQttlsSk5ODmqOLl26GEKgq1atCtvrCQAAAEDtItwFAAAAACcBs9ms008/3dD3zTffaPbs2WFf2+v1atKkSbr//vvLDahYLBYlJyeXW6Fk7969uvnmm/XTTz9VOH///v0NR/qtXLky6HCGVDYU1rt370qrC+3fv19DhgzR/Pnzyw0ZREVFKSkpqdzjBhctWqShQ4dW6w04t9ut0aNH69NPPzX02+32Co99/OWXX3T33XfXeBjiiSee0L///W9Dn81mU0JCQrnjt23bpltuuUV//PFHTWxPW7Zs0dChQ8tUR0pISKiw0tmUKVNqJJTz888/a8SIEeVW2DOZTGVeW16vV1OmTNHrr78e9r299tprmjJlSrkhJqvVqqSkJCUlJR3X8YObN2/WX/7yF3399dflftxsNis5ObnCz1Mwr/XCwkL99a9/1fr16w39drtd8fHxlV67ePFi3Xzzzfrtt9/KfMxkMikhIUGxsbFlPlZcXKwJEyZo+vTpAe/zRFNRmNJkMik+Pr7C15DX69W0adP0j3/8I9xbDIk5c+Zo/PjxFX7/S0pKKrdaz59//qlbbrlF3377bbXWzc7O1s0332wILUtSXFxcua9JSfrggw8qrXoVKvv27dPgwYMr/PqOjY0t92vb4/Ho7bff1p133qmSkpJwbzMshg0bZjh2LycnJ2z37R9++MHQPuuss8KyTjh8+eWXZfr8f46t6/wfY8eOHYOu3BUVFaUzzjjD13Y6nVq+fHlI9gcAAAAgsnAsIwAAAACcJC677LIyVUAmTpyoL7/8UjfddJMyMjIqfMP3eMyaNUuvvvqqoa9Zs2a66aabdOGFF6p169a+N7N2796txYsXa+bMmb4qI0VFRRo3bpwWLFigRo0alZm/UaNGOu+887R06VJJR974nz9/vu6+++6A9+hwOPTJJ58Y+q677rpKx992221lqlFdfPHF+stf/qKzzjrL9+aty+XS+vXr9cEHH2jBggW+QMz69ev18MMPa9KkSQHvUzoSLlq7dq0kqXXr1ho5cqQuvPBC3xFvhYWF+u677zR58mRDhbQVK1Zo3rx5lT6uUPr+++99rze73a7hw4erX79+vs93cXGxfvjhB82cOdP3eKQjgYQxY8boP//5j2w2W9j2V1JSotGjRys3N1cmk0lXXnmlBg4cqK5du/qO89u1a5fmz5+vmTNnqrS01HftU089VWX473jk5eXprrvuKhP+69Onj4YMGaIuXbrIZrPJ7XZr48aN+ve//63//Oc/8nq9euGFF9SuXbuw7Es6Ejh56aWXDH0tWrTQsGHDdMEFF6hJkyaGQE52dra2bNmi5cuX6+uvvy43BOVv3759GjlyZJlKQy1atNDNN9+sCy64QM2bN/etU1BQoF9//VXLly/XokWLtGXLlqAe0/PPP+/bV4sWLXTrrbcqIyPD9zVVVFSkZcuWKS4uznDd2rVrNXbsWEMVoYSEBA0cOFCXX365TjvtNF9oNScnRz/88INmzJihX3/91Tf+hRdeUPv27ZWRkVFmX+PGjVNhYaEkafLkyYZw0Lhx4yqt8NKyZcugngN/jzzySLWue/311w3VaMoLt/pr06aNMjIy1KNHD7Vt21ZNmjTxfU/weDzavn27fvjhB7399tuGe9r777+vHj166Jprril33mHDhvmOGZw9e7bh2mHDhlX6HJ155plV7jsQ33//vZ588klD2NBisejGG2/UgAED1KFDB1ksFjmdTq1Zs0bvvPOOPv/8c9/Y4uJijRs3TvPnzw/6czp27FhfcPWCCy7QTTfdpO7du/sCi/v379enn36ql19+2VAhafr06brmmmsqPIL0eLndbo0bN67M12mbNm1022236eKLL/bdW7Ozs/Xll19q2rRpOnDggG/st99+qyeeeEL/+te/ysx/8cUXGyo8ffTRR1q3bp2v3b9//3I/v/5f3+ESFxenUaNGGY70nD17tm666SZD6Ot4eb1e/fLLL4a+UB63Gk5er7dMMLxZs2Zq06ZNLe0o9DZv3mz42Uc68tqtjg4dOmjNmjW+9s8//1zl0b0AAAAA6h7CXQAAAABwkrjxxhs1e/bsMoGJVatWadWqVbLb7Tr99NPVuXNnde7cWZ06dVKzZs2Oa81169aVCS8NGTJEDzzwQLmVupo2baphw4apb9++uuuuu3xvVuXk5Oif//ynXnvttXLXue6663zhLunIm7ljxowJuALC119/bTi28GhgrCJPPfWUIdiVkJCgZ599VpdcckmZsVarVV27dlXXrl119dVXa8yYMb7AxsKFC3X55ZerT58+Ae1Tku/NwBtuuEH/+Mc/yhy3GRcXpyuuuELnn39+maotb731Vo2Fu44Gu+rVq6fZs2eXeVM5JiZGvXv3Vs+ePfXMM8/ojTfe8H0sMzNTM2bM0J133hm2/R08eFAHDx5UbGysJk+eXG64plmzZrr77rvVrVs3jRw50hfMy8vL04IFCzR06NCw7O2pp54yfJ2azWZNnDhR/fv3N4yzWCxKT09Xenq6LrvsMo0ePVoOh6PSIzCP16effmo4Pu3MM8/UG2+8UWEwNC0tTWlpabrwwgv1t7/9TatWrVJKSkqF83u9Xo0bN67Mfer222/XmDFjyrzeJSk+Pl7du3dX9+7dNXr0aC1btiygoyKPOhrsuuqqq/TUU0+VuTfFxsaqZ8+ehr7c3FyNHz/eEOzq3r27nn/+eaWlpZVZIzk5WVdddZX69OmjJ554Qm+//bbv8T744INasmSJYmJiDNf07dvX998zZswwhLuuueYaNW3aNODHGKwbb7wx6GumTZtW5pixhx9+uMLxF198sUaPHq0uXbpUOMZsNqtNmzZq06aNBg0apH/96196//33fR+fMmWKrrrqqnJDZMeGGxYuXGgId/Xs2TPsR9Tl5eXpwQcfNAS7EhISNHPmzDLhIpvNprPPPltnn322Pv74Yz3wwAO++01RUZHuvfdeffjhh0FV9Vm7dq2sVqseffRR/eUvfynz8QYNGmjYsGE655xzNHjwYN/3JafTqffee08PPvhgNR511WbNmqXVq1cb+vr166fHH3+8zNdeWlqabrrpJl1zzTW67bbbDGGY999/X5dcckmZr81OnTqpU6dOvvbPP/9sCHedffbZGjBgQAgfUfAGDx6s2bNnKysrS9KRUPb06dP1wAMPhGyNHTt2GALCNpvtuEOfNWX+/Pllvo/dcMMNtbSb0PN6vXryyScNfTabrdo/n/n/fOUf6gMAAABwYuBYRgAAAAA4ScTFxemll16q8Bgzh8OhtWvXavbs2Ro/frx69+6tCy64QOPHj9cHH3xgqOwRqGeeecYQfjgaSCov2HWsevXqadq0aWrSpImv75tvvlFmZma54/2rKP35559atmxZwPucP3++oe1/1OOxduzYoXfffdfXtlqtevXVV8sNdvk7//zzDdU6JFXrWLaePXvqscceKzfoclRiYqIef/xxQ9+mTZvKhC/CyWw2a9q0aZVWCzGbzXrggQd02WWXGfrfeOONGjl26+mnny432HWs8847T4MGDTL0HVtdJ5T27t2rjz76yNA3duzYMsEufxkZGeVWsQm1TZs2GdqjR48OquJft27dKq2+snjx4jLBj3Hjxmn8+PGVvt6Pdc4555QJfFSlS5cueu6556q8Nx31xhtvaO/evb726aefrunTp5cb7DqWxWLRww8/bNjfwYMHa+Soz3CaN2+eJk+ebOi74447NHjw4AqvufnmmysNdvmz2+167LHH1KNHD1/fzp079f333we935rw73//2xBSNJlMevnll6usCta3b1/df//9hr4NGzZU63jG++67r9xg17E6dOigu+66y9AXrvtbSUmJZs2aZeg755xzNHHixEq/9pKSkjRjxgzDzwSSNHXq1LDsM9yioqLKhJffeeedco/hra5t27YZ2o0aNQr4Hlqb9uzZU+bnpMaNG+umm26qpR2F3ty5c8scnXjzzTeXW502EP5fF7///nu19wYAAAAgchHuAgAAAICTSJcuXfTee+8FXL1h//79WrhwoR566CFdcMEFevDBB32VJqqydu1aQ0gjLS0tqKoUycnJGj16tKHvgw8+KHes3W7XVVddZeibN29eQOscOHCgTDigsuoJr7/+ujwej689ePBgdevWLaC1pCPHYx4bTti4cWNQlZZsNpv++c9/BjS2U6dOOv300w19GzZsCHit4zVgwICAjzf7v//7P99xiNKRqjeffvppmHZ2xEUXXVQmVFYR/6ohv/76q+F1ECoffPCBr2KPdOR4vREjRgR0bf/+/XXWWWeFfE/HysvLM7RDXT3KP+x41lln6bbbbgvpGuX5xz/+EdARgtKRSkrHBjxNJpMef/zxgENuJpNJDzzwgOH4Sv8jyOqSb7/9tkyFrr/85S8aN25cyNcymUwaOXKkoS+YIG9N8Xg8eueddwx9/fv31znnnBPQ9TfffHOZe/fcuXOD2sOpp56qW265JaCx1113nSH4k5WVZTgGMVT++9//GirQHa0sduzXQkUSEhI0YcIEQ98vv/xS5mi7uuK6665T8+bNfe3S0lK98sorIZv/6JGcR1U3OFSTHA6Hxo0bp9zcXEP/o48+WqayYV31888/65lnnjH0NWvWTGPGjKn2nP6f2/3798vhcFR7PgAAAACRiXAXAAAAAJxkOnbsqE8++UT//Oc/gzqip6SkRPPmzVOfPn0qDFkd65NPPjG0r7vuuqAq/EhHglDHvuG8YsWKCsf6B7K+/PJLw5FEFVmwYEGZo9WOfcP1WB6PRwsXLjT03XzzzVWu4e/KK680tFeuXBnwtRkZGUG9Sdu1a1dD27+aRzj5V7uqTKNGjcpUP/vmm29CvCOjYI55ateuneLj433toqIiQ+WmUPnqq68M7YEDB8pmswV8/ZAhQ0K9JYOEhARDO5RhwaysLK1fv97Qd9tttwUcuqqu008/XaeddlrA47///ntDQOWss84K6npJatGihc444wxfe+vWrYajYeuK9evXa9y4cYZ76CWXXKLHHnssbGv6B0aPHgEbSbZu3ao9e/YY+oKpPGQ2m8uMX758eVDVDK+//vqAj3FMTk5W69atDX3h+F7x3XffGdoXXnhhUD+H9OrVq0ygtDoVzSKB1WotE+iZN29eyKpr7tu3z9CuV69eSOYNp4ceeqjM1/PNN99cZXXNuiIrK0t33XWX4Whjm82m5557Luifj4+VmppqaHs8nrCEMwEAAADULsJdAAAAAHASstlsGjx4sBYtWqT3339fd955p7p162aonFSR4uJiPfTQQ1VWmPAPYl1wwQVB7zM+Pl4tWrTwtbdu3arCwsJyx55xxhlq166dYZ+fffZZlWv4H8k4YMCACsf++uuvhuMpW7RoUWEQrDL+FVmCqTzSvXv3oNbyfyPcv/JSuDRs2FCdOnUK6ppevXoZ2uEMbZhMpqCeS5PJVOa5rM5RpZUpLi7W1q1bDX3+z0lVevbsGVAVnOpKT083tCdOnFjmeKnq8q/AlJycrIsuuigkc1fm7LPPDmq8fxizOvc2SYZAmNfrLRNsi3Q7duzQbbfdpqKiIl/fmWeeqUmTJlX7NVhcXKz169dryZIl+vjjj/Xvf/9b7777ruF//gHbcIQsj5f/Pf2UU04xhPkCcdlllxnCWU6nM6gw5bEVIgPRrFkzQzsc3yv8n5dLL700qOtNJlOZaot1tXKXJF199dWGn1ucTqemTJkSkrmP/bqUVOGR3JFi0qRJWrBggaGve/fu+vvf/15LOwqtvLw83XrrrYajWqUjVUsDrXBakfI+t/6ffwAAAAB1n7XqIQAAAACAE1nnzp3VuXNnSUfeWPztt9+0YcMGrVmzRsuWLStTfeSol156SaeffrouvvjiMh8rKioqE1JZs2aNtmzZEvT+jj1axuPx6ODBg4qLiyt37HXXXaeJEyf62vPmzdPAgQMrnHv9+vWGfcbGxqpPnz4VjvcPG9lsNsPxbIE6ePCgoe3/Zl9lgj0Gz/+5CqSaWSj4B9iqc012drYOHz6slJSUUG3LJz4+XklJSUFdE+7ncuvWrYYKSLGxsUFVtZGkmJgYtWzZUr///ntI93ZUv3799NJLL6m4uFjSkdfy0KFDlZ6erj59+uj8889Xu3btqlVta9OmTYZ2ly5dAq48dDzat28f1Hj/+8Du3burdR/YvXu3oe1faSeSHThwQCNHjtShQ4d8fa1bt9arr74a9PFp2dnZ+s9//qPPPvtMv/32W9DHndZUYDUYmZmZhnawwS7pyD2qZcuW2r59u2HeQI8BbtKkSVDrhfv+dujQoTLf66rzvPhf4/9c1yVms1ljx47VXXfd5ev79NNPddttt6lt27bHNbd/lbdAwvu1Zc6cOXr11VcNfe3bt9e0adNkt9traVehU1JSottuu63Mz8B33XWXbrzxxuOev7xw19Hv0QAAAABOHIS7AAAAAAA+NptNHTt2VMeOHTVw4EB5vV6tXr1a06ZN09KlSw1jvV6vnn32WWVkZJQJYBw8eFBer9fQ99xzz4Vkjzk5ORVWy+rbt6+ee+4535E3a9as0Y4dOyoMyMybN8/QvuKKKyo9Gsf/mJvffvtNjzzySOCbr0Bubm7AY489GjAQ/hV0gg1OVNcpp5wSkmtycnLCEu7yP14wEP7PpdvtDtV2JMlw1J905PmoTripSZMmYQt31a9fX4899pjuv/9+w2tp/fr1vspTiYmJSk9PV7du3XT22WfrzDPPDCjsdWxQSCpbSShcgg35+d8HPvzwQ3344YfHvY9g7gO1qbCwUKNGjdKuXbt8fQ0bNtTMmTOD+lr1er2aPn26pk2bdlxBhIqqOdYm/89lsEGro5o2bWoId/nfIyoT7D0u3N8rytt7dZ6X8qpRer3eGgmChkPv3r2Vnp7uu396PB5Nnjy5yuqoVTn2SGtJhuBwIIIJrDZs2DDoKpNHffTRR3ryyScNfc2bN9esWbOq9X060jidTo0ePVpr1qwx9A8ZMkR33313SNYo73MbzHHOAAAAAOoGwl0AAAAAgAqZTCZ169ZNs2bN0ltvvaV//etfho//9ttvWrlyZZnjn8IZUvCvRnGsevXqKSMjQ4sXL/b1zZ8/X+PHjy8z1uFwlDneq7IjGaXwPa5ggg115Q3sYENo0pGqU1ar1fBGZbiq8kTi8+h/zGN1nkOpesG1YPTt21cpKSl67LHHtHPnzjIfz8vL09KlS32B0IYNG6pfv34aPny4UlNTK5zXP/yRmJgY0n1XpLJAZ3mCCdgEo7J7W6RwOp26++67tXHjRl9fQkKCZsyYEXRQ56GHHgpJKM4/SBwJ/L9XhOprOZjvQZF2j/O/l5vN5gqrcFbG/7l0u90qKCio00Gg8ePHa/jw4b724sWLtX79+jLH4AbDv4JeaWlpUNcHE1zv0aNHtcJdX375pSZMmGD4Gk5LS9Mbb7yhBg0aBD1fpHG73frb3/6m77//3tDft29fPfzwwyFbp7yfIYOtoAgAAAAg8gVfIx8AAAAAcFK66aabNGjQoDL9y5YtK9N3tHJWOFT1Rr5/QOujjz4qtwLJ4sWLDW+Ut2zZssrjrsL5uAB/1Q1n1ETY5cILL9TChQs1efJkXXrppZUGsfbt26cZM2aod+/eZarlVSbSwilHhes+EIkhpWN5vV5NmDDBUMXRbrfrlVdeUYcOHYKa66OPPioT7IqNjdV1112np59+Wh988IG+++47rVmzRhs3blRmZqbhfyerSP2aqG11/Xk577zzdPbZZxv6Jk+efFxzJicnG9r+4eHatnTpUo0fP95QATMlJUVvvPFG0MdPRyKv16uHHnpIn3/+uaG/d+/emjhxYkhfs+UdoRpsRUoAAAAAkY/KXQAAAACAgA0fPlzvvfeeoe+PP/4oM87/TSWbzab169cHdDTb8crIyFD9+vV9R6dlZWXpxx9/1AUXXGAY5x8yqapql1T2cf3lL3/RE088cZw7PjGV92ZjVYqLi8scL1RT1ZsigX/lmeq+GV+d5746bDabrrjiCl1xxRXyeDzKzMzU6tWrtXr1aq1cuVL79+83jC8qKtKDDz4oj8ejv/zlL2Xm8w8jROoxhcnJyYbH9vbbb1cZDD0RPPvss/r44499bbPZrGeeeaZMKKUqXq9XL774oqHvnHPO0eTJkwM61jESj2H05/+9orpfk/73gLp8P/Tfu8fjUWFhYdBVzfyfS4vFUq0KYJHmnnvu0Q033OBr//DDD1q+fHnQX19H+R9znJ2dfVz7C6VVq1Zp9OjRhqBsQkKCZs2apTZt2tTizkLniSeeKPNz5nnnnadJkyaVOTLzePl/buPi4sp8PwUAAABQ9xHuAgAAAAAErGXLloqPjze8uVreEWX16tUztJ1Op7Kyssq82RgOVqtVffv21euvv+7rmzdvniHclZ2drR9//NHXtlgs6t+/f5Vz+z+uXbt2Hf+GT1B79uwJyTUn0xuU/o91z5498nq9QVf4+PPPP0O4q8CYzWZ17NhRHTt21E033SSv16uNGzfqww8/1Icffmh4E3/ixInq3bt3mcfr//VV3pGPkSAlJcUQ7tq9e/cJH+568803NWvWLEPfhAkTdMUVVwQ914YNGwxf64mJiZoyZUrAlWYOHz4c9Jo1zf+1Xd2vyd27d1c6b11S3t7//PNPtW/fPqh5/J+TxMTEOl+5S5LOPPNMXXLJJfr66699fZMmTSoTqA9Us2bNDO2srKygrg9XhbwNGzbotttuMxwlGBMTo1dffVWnn356WNasaZMmTdLcuXMNfV26dNErr7wiu90e8vX8P7f+n3sAAAAAJwaOZQQAAAAABCUmJqbStnTkTVz/INfKlSvDuq9jXXfddYb24sWLlZeX52svWLDAcBTQ+eefr7S0tCrn9T967JdfflFpaelx7vbEtHHjxuO+pmHDhgFV8jlRtG3b1lDRo6ioSDt27AhqjuLi4qCvCQeTyaQzzjhDjzzyiObMmSObzeb7WEFBgSHAcJT/G/vr1q2LyKMKO3bsaGjX5L2tNixcuFATJ0409I0aNUo333xztebzD41kZGQEdYTYL7/8Uq11a1K7du0M7Q0bNgQ9R0FBQZnKmMEGoSJJvXr11KBBA0NfdZ4X/2vq8nPib9y4cYag2tq1a8u9Vwaiffv2hmqpubm5voqmtWXr1q0aMWKE4Q8Ejh7teqIEZKdPn65XX33V0Hfaaadp+vTpio2NDcuav/32W5n1AAAAAJx4CHcBAAAAAALmcDh06NAhQ59/tZ2jzj33XEP7s88+C9u+/J166qlKT0/3tUtLS/Xpp5/62tU5klGSzjrrLEOYraioSN9+++1x7vbEtG/fvqBDGEuWLDG0O3fuHMotRbyYmBi1bdvW0Of/nFTlq6++MgQXI0HXrl116aWXGvrKqwpzzjnnGNo5OTn67rvvwrq36jjvvPMM7a+++irsIU+LxWJoezyesK531PLly/X3v//dELK79tprde+991Z7Tv/vIcFWdKxO2KWmn78uXboY2nv27Ak68Prll18a9mmz2dSpU6eQ7K+2+D8vX375ZVDXe73eMtf4z1mXdejQQVdeeaWhb/LkydWaKy4uTq1atTL0hasaVyB27dql4cOHG6q9Wq1WTZo0Seeff36t7SuU3nnnHT3//POGvjZt2mjWrFlhPVLV//N6xhlnhG0tAAAAALWHcBcAAAAAIGDfffddmeBIRcfoXH755Yb2119/rfXr14dtb/78A1vz58+XdKQSxvbt2339ycnJ6tWrV0Bz2u12XXzxxYa+l19+ucaCFnVNMMdJZWVllQlt+D/XJwP/x/zBBx8YjjSsyjvvvBPiHYVG06ZNDe2ioqIyY9LS0soENV577bWI+/q66KKLDCHPQ4cO6a233grrmnFxcYb2sZVvwmXz5s266667DK+/iy66SI8//vhxzXtsFTdJhqqKVdm7d68WLlwY9Jo1/fy1bdtWTZo0MfQF8xrxer1lxp999tmKiooKyf5qS0ZGhqH9/fffB3X86tdff13mOOQT7fvE3XffbajguHnz5mqH47t3725oV6dSWihkZ2dr2LBhhuNszWaz74jeE8GCBQv02GOPGfqaNm2qN954o8I/gggV/+Co/+cdAAAAwImBcBcAAAAAnCSGDh2qVatWVfv6kpISTZo0ydBnMpkqfGM1IyOjTJWRv/3tbzp8+HC19xDMEW1XX321oqOjfe2ff/5Zv//+e5mqXddcc43sdnvA8955552GY5MyMzP11FNPBXy9v0g8di5U5s2bp3Xr1gU09oknnjBUP0pISNBVV10Vpp1Fruuvv95wlNaOHTs0a9asgK796KOPjutrPBAul6ta123bts3Q9j+e7ahbb73V0F69erVee+21aq0ZLvXq1dONN95o6HvxxRcDfq2Xp6r7QGpqqqH9+++/V3utQOzZs0e33nqr8vPzfX3p6el68cUXDcGT6vA/Anfp0qUBVZtzu936+9//HlTY8aiafv7MZrMGDx5s6Js/f75WrFgR0PVvv/12mSDO0KFDQ7a/2nL11VcrOTnZ13a5XHrkkUcCCnAWFBToiSeeMPR16tRJZ555Zoh3Wbtatmyp/v37G/qmTZtWrbkuuugiQ3v58uXV3Va1HTp0SMOHD9fu3bsN/f/85z/Vt2/fsKz5wAMPqH379ob/hdPixYs1YcIEw308LS1Ns2fPDujI7+Oxc+dO7d2719c+5ZRTyhwLCwAAAODEQLgLAAAAAE4Sy5cv15AhQzRs2DB99tlncjgcAV+blZWlv/71r/rtt98M/VdddVWlb1zdf//9hiDAH3/8ocGDB2vz5s0Br+31erVs2TLdcccdWrx4ccDXJSQklKkI8e6775apgBHokYxHtWvXTgMHDjT0vfnmm/q///s/FRcXBzxPYWGh3n777aDXr0s8Ho/uuOMObdmypdIxTz31lL744gtD/7BhwwzVkU4Wp5xySpk39l988UUtWLCg0uu+++47Pfzww2Hc2RHXXHONpk6dqoMHDwZ8zbffflumKtvZZ59d7tiePXuqR48ehr7Jkydr8uTJAQfLli9frq+++irg/VXHrbfeqoYNG/rapaWlGjlyZNBVpbZt26ZHH31Uzz33XKXjTjvtNEP7gw8+qHbQrio5OTkaOXKk9u3b5+tr2bKlXnvtNcXGxh73/D169DAEZHft2qUXX3yx0muKioo0ZsyYgMNR/vyfv48++qjc6nGhdP311xtCjF6vV6NHj66yguWnn36qJ5980tDXqVOnMkGduig6OlojRoww9P3www/6v//7v0pDe3l5eRo1alSZgNBdd90Vln3WttGjRxtC58dWvArGueeeawi5r1mzJqif/Y5XQUGBRo4cWSZM+cADD2jQoEE1to9w+umnnzR+/HjD/bhevXp644031KxZs7Cvv2zZMkP7RKtkBwAAAOD/O74/tQMAAAAA1Dk//fSTfvrpJyUlJalnz57q2rWrunTpoiZNmhjeuD906JB+/fVXffHFF1qwYEGZ4FJycrL+/ve/V7pW9+7d9cADDxiO8dq2bZsGDBig3r1765prrlHXrl0NVVWcTqd27dqlzZs3a9WqVVq8eLGys7MlSf369QvqsV533XX65JNPfO233nrLUFmhQ4cOZd70D8TDDz+srVu3au3atb6+Dz/8UF999ZUGDRqkCy+8UKeffrrhCK2CggJt3bpVv/76q7777jv9+OOPKi0tDUlYIhJ17txZP//8sw4dOqTrrrtOf/3rX9WvXz+1atVKJpNJJSUlWrp0qWbOnGl4HqUjAbpRo0bV0s5r3/3336/vvvtOBw4ckHQkAPf3v/9dX3/9tW666SadeeaZslqtcrvd2rhxo95//319+OGH8nq9stlsateuXZljmkJl//79evHFF/Xyyy+rW7du6tmzp8444wy1a9dOiYmJvnFFRUXauHGjFixYoHnz5hkqM5122mkVHhtlMpn0wgsv6NprrzUEGqZNm6aFCxdq6NChuuCCC9S8eXNfhbOCggJt3rxZy5Yt06JFi7RlyxaNHj1aPXv2DMtzIB158/6VV17RTTfd5Ks4l5+fr/Hjx+vNN9/UwIED1b17dzVv3twXZPJ4PNq3b58yMzP1888/a8mSJb6g65AhQypd75JLLtH06dN97eXLl+uqq67SJZdcosaNG5epPtizZ89qV4x5++23y4QxevfurUWLFlVrPv8qZ/Xr11fv3r315Zdf+vpee+01bd26VSNGjFDnzp19Rzf++eefWrJkiWbOnOn7PtC9e3etXLkyqD1kZGTIbDb7KkRt375dV1xxhXr16qXmzZuXOe7w7LPPVuvWrYN+rMdKTEzUxIkTdeutt/q+7+Tm5urGG2/U4MGDNWDAALVv315ms1lOp1Pr1q3TO++8UyYgGBsbq+eee84QiKvLRowYoW+++UarV6/29c2bN08bNmzQrbfeqosvvth3L9m3b5++/PJLTZs2rUzA6YYbbtAll1xSo3uvKY0bN9agQYM0Z86c45onNjZWvXv39v0cVFxcrB9++KHGnrfx48eX+V7UoUMHRUdH69133w16voYNGwZ8jHZN2LVrl+68884ygbnLLrtMK1asqFYYNdh7z7H3UUlhq4YGAAAAoPYR7gIAAACAk1Rubq7mz5+v+fPn+/qioqIUGxurwsLCSqs7JCcnB3zczM0336zi4mJNnjzZF/Bwu91atGiRLyxgs9kUFxen0tLSoKpfVeWcc87RKaecoj179kgqe/TZddddV6157Xa7pk6dqrFjxxrevDt06JCmTp2qqVOnSjryxqrdbldhYWG1jhKryy688EJ16tRJb731lhwOh1599VW9+uqrstlsiomJUV5eXrnXNWjQQFOmTAnqqMwTTXJysl566SWNHDlShYWFvv7PPvtMn332mcxmsxISElRQUFDmOLt7771XmZmZYQt3HeV2u7V8+XLDMV82m03x8fFyOp0qKCgo97qkpCQ988wzlQZVGjRooJkzZ+r22283HDf1xx9/6F//+pekI8feJSYmhvyeEYz09HRNnTpV99xzj3Jzc33969at8x3ReHSfLpdLhYWF1T6GtWvXrurRo4fhfrNjxw698cYb5Y5v3bp1tcNd5R2RN3PmzGrNJZUNd0nSfffdp+XLlxvuA1999ZW++uorWa1WxcfHl3vfTEtL03PPPaeMjIyg9tC4cWP179/fcCxvVlaW3n777XLHT5w48bjDXdKR++CECRP05JNP+j73LpdLc+bM0Zw5c2SxWBQfH6+8vLxyXxsxMTGaNGmSWrZsedx7iRQWi0WTJ0/WiBEjDFUdt2zZovvuu0+SFBcXJ7fbrZKSknLnuOiiizRhwoQa2W9tuf322/Xhhx8ed4W5/v37G0LuixYtqrFwV3nHn27evFmPPPJItebr0aNHtcJd4QpG7tmzp9zPz3vvvVftOYO59+Tn5+unn37ytVu0aKEuXbpUe20AAAAAkY1jGQEAAADgJNGrV68qj7krLS3V4cOHKw129ezZU/PmzVPHjh0DXnvUqFGaOXOmmjZtWu7HnU6ncnJyKg1p1KtXL+iwgtlsLnPE3VE2m03XXHNNUPP57+eNN97QqFGjKgwiFRUVKScnp9JgVzDPY10zYcIE3XDDDYY+p9NZYbCrZcuWmjNnjlq1alUT24toXbt21cyZMw3Huh3l8XiUm5trCHaZTCaNHTtWw4cPD+u+KnuT3Ol06vDhwxUGu9q1a6d3331Xbdu2rXKdDh066IMPPtAFF1xQ7sc9Hk+l94yaqnJ0wQUX6D//+U+FlciO7rOgoKDCYFdUVFRAb+a/8MIL6tq163HtN1K0aNFCU6dOVXJycpmPuVyucu+brVu31ty5c9WoUaNqrfnwww/XStWfoUOHatKkSeU+Vrfbrdzc3HJfG02aNNGbb755Qh6z1rBhQ73zzjsVhowKCwvLDXaZzWYNHjxY06ZNMxw3eCJKTU3V0KFDj3ue888/X82bN/e1v/zyy1oLxNYU/yPEL7vsslraSXh9/vnnhvtkeUFaAAAAACcOKncBAAAAwEli6tSpKikp0Q8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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 4))\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax, alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(x=\"counts2_dim_0\", y=\"counts2\", color=\"k\", alpha=0.2)\n", "# Formatting\n", "ax.set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax.set_title(\"Seven bin discretization of N(-2, 2)\")" ] }, { "cell_type": "markdown", "id": "dce229b7", "metadata": {}, "source": [ "Not bad!" ] }, { "cell_type": "markdown", "id": "e6593986", "metadata": {}, "source": [ "### Recovering parameters\n", "\n", "And did we recover the parameters?" ] }, { "cell_type": "code", "execution_count": 25, "id": "02be6227", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 563, "width": 1667 } }, "output_type": "display_data" } ], "source": [ "az.plot_posterior(trace2, var_names=[\"mu\", \"sigma\"], ref_val=[true_mu, true_sigma]);" ] }, { "cell_type": "code", "execution_count": 26, "id": "78c6d988", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(-2.04489232)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace2.posterior[\"mu\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "code", "execution_count": 27, "id": "898677eb", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(2.05560527)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace2.posterior[\"sigma\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "markdown", "id": "f8a7dc4f", "metadata": {}, "source": [ "## Example 3: Parameter estimation with two bins together\n", "\n", "Now we need to see what happens if we add in both ways of binning." ] }, { "cell_type": "markdown", "id": "b91958e8", "metadata": {}, "source": [ "### Model Specification" ] }, { "cell_type": "code", "execution_count": 28, "id": "5fa4eff7", "metadata": { "tags": [] }, "outputs": [], "source": [ "with pm.Model() as model3:\n", " sigma = pm.HalfNormal(\"sigma\")\n", " mu = pm.Normal(\"mu\")\n", "\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"normal1_cdf\", probs1)\n", "\n", " probs2 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs2, np.array([1])]))\n", " probs2 = pm.Deterministic(\"normal2_cdf\", probs2)\n", "\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values)\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values)" ] }, { "cell_type": "code", "execution_count": 29, "id": "72785290", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "cluster6\n", "\n", "6\n", "\n", "\n", "cluster7\n", "\n", "7\n", "\n", "\n", "\n", "sigma\n", "\n", "sigma\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "normal1_cdf\n", "\n", "normal1_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "normal2_cdf\n", "\n", "normal2_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal1_cdf->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts2\n", "\n", "counts2\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal2_cdf->counts2\n", "\n", "\n", "\n", "\n", "\n", "counts2->counts2\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model3)" ] }, { "cell_type": "code", "execution_count": 30, "id": "5c3e2e54", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [sigma, mu]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 13 seconds.\n" ] } ], "source": [ "with model3:\n", " trace3 = pm.sample()" ] }, { "cell_type": "code", "execution_count": 31, "id": "21b8cb9d", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "az.plot_pair(trace3, var_names=[\"mu\", \"sigma\"], divergences=True);" ] }, { "cell_type": "markdown", "id": "e2f3e116", "metadata": {}, "source": [ "### Posterior predictive checks" ] }, { "cell_type": "code", "execution_count": 32, "id": "4fb6d284", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [4000/4000 00:00<00:00]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model3:\n", " ppc = pm.sample_posterior_predictive(trace3)" ] }, { "cell_type": "code", "execution_count": 33, "id": "5a39c3f0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Seven bin discretization of N(-2, 2)')" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 4), sharey=True)\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(\n", " x=\"counts1_dim_0\", y=\"counts1\", color=\"k\", alpha=0.2, ax=ax[0]\n", ")\n", "# Formatting\n", "ax[0].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0].set_title(\"Six bin discretization of N(-2, 2)\")\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax[1], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(\n", " x=\"counts2_dim_0\", y=\"counts2\", color=\"k\", alpha=0.2, ax=ax[1]\n", ")\n", "# Formatting\n", "ax[1].set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax[1].set_title(\"Seven bin discretization of N(-2, 2)\")" ] }, { "cell_type": "markdown", "id": "5387689a", "metadata": {}, "source": [ "### Recovering parameters" ] }, { "cell_type": "code", "execution_count": 34, "id": "cd845cdc", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(-2.02455161)" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace3.posterior[\"mu\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "code", "execution_count": 35, "id": "ffdbba6a", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array(2.05959445)" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace3.posterior[\"sigma\"].mean(dim=[\"draw\", \"chain\"]).values" ] }, { "cell_type": "code", "execution_count": 36, "id": "2af858e1", "metadata": { "tags": [] }, "outputs": [ { "data": { 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" ] }, "metadata": { "image/png": { "height": 563, "width": 1667 } }, "output_type": "display_data" } ], "source": [ "az.plot_posterior(trace3, var_names=[\"mu\", \"sigma\"], ref_val=[true_mu, true_sigma]);" ] }, { "cell_type": "markdown", "id": "cc2e41a7", "metadata": {}, "source": [ "## Example 4: Parameter estimation with continuous and binned measures\n", "\n", "For the sake of completeness, let's see how we can estimate population parameters based one one set of continuous measures, and one set of binned measures. We will use the simulated data we have already generated." ] }, { "cell_type": "markdown", "id": "493a8dbb", "metadata": {}, "source": [ "### Model Specification" ] }, { "cell_type": "code", "execution_count": 37, "id": "dda59f3f", "metadata": {}, "outputs": [], "source": [ "with pm.Model() as model4:\n", " sigma = pm.HalfNormal(\"sigma\")\n", " mu = pm.Normal(\"mu\")\n", " # study 1\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu, sigma=sigma), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"normal1_cdf\", probs1)\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values)\n", " # study 2\n", " pm.Normal(\"y\", mu=mu, sigma=sigma, observed=x2)" ] }, { "cell_type": "code", "execution_count": 38, "id": "14d8abc9", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "cluster6\n", "\n", "6\n", "\n", "\n", "cluster2000\n", "\n", "2000\n", "\n", "\n", "\n", "sigma\n", "\n", "sigma\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "normal1_cdf\n", "\n", "normal1_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "y\n", "\n", "y\n", "~\n", "Normal\n", "\n", "\n", "\n", "sigma->y\n", "\n", "\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->y\n", "\n", "\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal1_cdf->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n", "y->y\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model4)" ] }, { "cell_type": "code", "execution_count": 39, "id": "992e6e05", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [sigma, mu]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 12 seconds.\n" ] } ], "source": [ "with model4:\n", " trace4 = pm.sample()" ] }, { "cell_type": "markdown", "id": "ea771780", "metadata": {}, "source": [ "### Posterior predictive checks" ] }, { "cell_type": "code", "execution_count": 40, "id": "65d9610d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model4:\n", " ppc = pm.sample_posterior_predictive(trace4)" ] }, { "cell_type": "code", "execution_count": 41, "id": "4dd8f98a", "metadata": {}, "outputs": [ { "data": { "image/png": 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IW1Xc4cOHDXHt2rWraCUAKgvFXQBwASkusVPcHQz79u3T0KFDtXnz5mLniYiIMPxn9yyr1aq3335bzz77rEe/9I8fP14rVqwo9nPBwcGKiYlReHi4TCZTmXNVprOJqjlz5hR7d4PFYlF0dHSxW/z/9ttvGjp0qJKTk70+rs1m0/jx4/XDDz+4Ha8ytmpevny5Ro4cWexaTSaToqKiit3aPS0tTQ899JAWLlxYruOmpKRo+PDhbr+ch4aGKiwsrFxzeuvvf/+7FixYYGizWCyKjIwstv/+/ft133336dChQ+U63jvvvKN3331XDofD2WY2mxUVFVXqoyJOnjypu+66S19++aVh7FnBwcElfp+WL1+ue++91+Pk8qFDh3Tvvfdq//79xX6+Ro0aCgw0bvK6YMECvfrqqx7N7wu7d+/W4MGDS0zSms1mRUdHl3inXnFfw6pQt25dXXHFFc7Y4XCUeFddaXbs2KHdu3c74+DgYA0YMKDE/g6HQ2+++aaefvppZWRkuH0+ICBA0dHRxd7te/z4cd1zzz365ZdfvF5nZatXr55bcmLBggVatmxZFa3I//3rX//StGnTik2OBQUFud3lfvLkSY0cObLMpOpZNWvWdNsRYP78+V6v86efftLRo0edcWxsrPr16+f1PAAAAPBP5K3Kh7wVeStX5K3IW/kSeSvfIm/lPfJWFWe32/X9998b2tq2bVtFqwFQWXgsIwBcQFyTXhaLxe0XidzcXD344IM6fvy4ob1Tp066//77ddVVVyksLEwOh0NHjx7VN998o5kzZyonJ8fZ9/PPP1ejRo00duzYEtfy9ddfa82aNYa2bt266a677tJll11muIPFZrPp8OHDSkpK0po1a7Rq1apinwfepEkTTZo0SdKZO7fmzp1r+Nzw4cNLXE94eHix7Q6HQ08++aR++uknQ3uXLl00bNgwdevWzbnlut1u165du7R48WLNnz9fBQUFks4kGx577DHNmzfPLalQmrlz52rv3r2SztxF8cADDygxMdH5CIGCggJt3ry5zDu+PJGUlKQnn3xShYWFhvabb75ZQ4YMUceOHRUYGCibzaYdO3bov//9rxYuXOhMhtpsNv31r39V06ZNddlll3l17BdffFEpKSmSzmyTPnLkSF155ZWKjo6WJGVlZWn16tXlenSCJ3766Sdt2bJF0plfBkeMGKGBAweqWbNmMplMysvL088//6xZs2Zp06ZNznEpKSmaMGGCPv/882KTxiXZunWrFi1aJOlMEuOuu+7SgAED1KZNG5nNZtlsNu3fv1+//fabYVxhYaHGjBnjdodm7969NXjwYHXp0kWxsbGSpKKiIm3dulULFy7U4sWLnb/4bt26VS+88ILefPPNUtdotVo1YcIE5/flrCuuuELDhw9X9+7dFRwcLLvdrr179+rLL7/UvHnzZLVa9cknn6hDhw4efz3K68SJExo1apTbHbONGzfWPffco6uuukqNGjVyJh2zs7O1a9curVu3TsuXL9eePXvc5uzdu7fzveeHH34wJKh79+5d6uMGmjZtWqHXc+uttxreExctWqQJEyZ49UcC18TatddeW2pCffbs2XrvvfcMbQ0bNtTdd9+tq6++2nkNSGfuYFyxYoVmzZrl/Jrn5ubq0Ucf1eLFixUfH+/xOs+Ha6+91rDleVFRkR555BFdc801GjZsmHr06OHxIypKM2jQIOf5vmjRIsPP2UGDBqljx44ljr300ksrfHxfWLp0qWbNmmVoi4iI0OjRo3XDDTc4H4GTnZ2tH3/8Ue+//752796t06dP6y9/+YvHx7n77rv11VdfOeNFixbpiSee8OoxCZ9++qkhvvXWW33yfQQAAIB/IG81vMT1kLcibyWRtzqLvBV5K/JWniFvRd7qrJUrV7oVR5f2ngGgeqK4CwAuEEeOHNGvv/5qaGvfvr3bf05fe+01tzsaxowZo0cffdRwV5XJZFLDhg01duxYDRw40O0OtqlTp6pnz54lVv+fTRKcdc899+j5558vtm9AQICaNm2qpk2bqn///rJarfr222/d/mMcFxfn3OZ23bp1hiRZnTp1yrUF7pw5cwx3V1ksFk2aNEmDBw9262s2m9WuXTu1a9dOAwcO1JgxY5y/TG7cuFEfffSRRo4c6fGxzybILr/8cr377rtud6AEBwfr8ssv9/o1uSoqKtITTzxhSJBZLBa9/fbbSkxMNPQNCAhQQkKCEhISdP3112vcuHHOLdNtNpueeuopffPNN17duXj2dd5///166qmn3O7ei4yMLPUuroo6myCLjY3V3Llz1apVK8PnQ0ND1bdvX/Xp00evv/66PvzwQ+fnkpKS9MEHH+jBBx/0+Hhnt3SOj4/XnDlz1Lx5c8PnAwIC1KJFC7Vo0cLQ/tprrxkSZJGRkfrXv/6la665xu0YgYGB6ty5szp37qwBAwZowoQJzkT20qVL1a9fP7e7kc41c+ZMt8cpPProoxo3bpyhzWw2q2XLlnr66ad144036v7779fp06edX9PK4nA49Oijj7olyMaOHasJEyYUm4yOiIhQ165d1bVrV40fP16//vqrcnNzDX3at2+v9u3bS5JSU1MNSbJLL720UrfR7tu3r2rUqKHMzExJ0rFjx/Trr7+qR48eHo0vLCw0JCCk0re237x5s1uy9K677tLEiROLTTo0aNBAw4cP180336yHHnpIGzdulHTmkSN//etf9f7773u0zvPlgQce0KJFi9y+x6tWrdKqVasUFham9u3bq0OHDs73tLN/8PBG9+7d1b17d0ln3kvOTZJdfvnlHj1eoCplZGTob3/7m6GtUaNG+uijj1SvXj1De0REhG644QZdd911evHFF/X55597da137NhR7dq1c76PZWZm6ptvvtFtt93m0fjjx4/rxx9/dMYmk0lDhw71+PgAAADwb+StyFuVhLwVeStX5K3IW7kib1U88lbkraQz198bb7xhaIuJifGbXcUA+A6PZQSAC0BRUZGee+45t21r+/bta4hTUlL0xRdfGNpuueUWPf7448Vul31W3bp19eGHHxqSOEVFRW531pxr586dzo8tFoseffRRT16Ks/+NN97o1V0T5ZGZmanp06cb2v75z38WmyBz1a5dO02fPt3wy/rcuXPd7jAsS8OGDfXee++5Jch86dtvv9Uff/xhaHv55ZfdEmSuevTo4fZLwZ9//lmubblvuOEGPf3006WeZ5XJbDZrxowZbgky1z4TJ07UddddZ2j/8MMPlZ+f79XxLBaL3n//fbcEWUkOHjxouPMnMDBQ7733XrEJMldXXnmlXnvtNUPbzJkzS+yfl5dnSDBL0h133OGWIHN16aWXatq0aeflcRQrVqzQ77//bmh79NFH9dhjj3l8l3H37t3Vp0+fylheuQQHB+vGG280tHlzLa1atcqwRX3dunVLTbC9/vrrKioqcsZDhgzRiy++WObdZLGxsZoxY4bq16/vbPvhhx/ckqpVrV69enrttddKfFxEbm6u1q1bp5kzZ2r8+PHq2bOn+vTpo4kTJ+rrr7/2+pqurubPn6+0tDRnHBISolmzZrklyM4VGBioV155xfBIBk/dddddbsf31GeffWb4f8xVV13lvDsTAAAA1Rt5q/Ihb0XeyrUPeauSkbeqGPJWvkXeyjPkrXxj8uTJOnDggKFt/PjxCg0NraIVAagsFHcBQDV39OhRjRo1SuvWrTO0x8bGut3N8+mnn8pqtTrjqKgoTZw40aPj1KtXTw8//LChbcWKFW7b5J919i4fSYqOjq7UJFB5ffrpp4Zt+xMTE91+iS1Nhw4ddNNNNznjEydOGO6o8sTTTz/t1d2E5fHJJ58Y4m7dunl8107fvn3dkq0ff/yxV8e3WCx67rnnvBrja7feemup21Cf67nnnlNwcLAzPnsXjzeGDh2q1q1be9x/zpw5zkcJSNKdd97p1WMErrvuOnXr1s0Z79ixw22b/LOWLl1quD6joqL05JNPenScbt26Gc75yuKa5OvSpYvGjBlT6cetbK7X3bfffqvs7GyPxhb3B46Sks6bNm0yJBnj4uI8fq+Xzrxnjx8/3tC2cOFCj8efL/369dPs2bPdHuNSkmPHjunLL7/UE088oSuvvFL/+Mc/DInHC43dbtdnn31maBs1apQaN25c5liz2awXX3yxxCRkSQYMGOB8dIl05pEbJb0XnauoqMjtHKvMO5IBAABw/pC3Kj/yVmUjb0Xe6lzkrSqGvJVvkbcqHXkr3/juu+/00UcfGdo6deqkO++8s4pWBKAyUdwFAH7sxIkT+vTTT93+zZs3T++8845Gjhyp/v3765dffjGMM5vN+tvf/uaWfDl321hJuummmwz/mS3L4MGDDXPabDatWbOm2L6RkZHOj0+dOuX2vG9/8PXXXxvie+65x+s5brjhBkO8fv16j8fWqlXLozvcKiIrK0ubNm0ytN19991ezXHvvfca4oMHD+rw4cMej+/Tp49q1arl1TF9zZstkuPj492+L94mP++44w6P+9rtdi1dutTQ5otzccOGDcX2W7lypSG+8cYbFRUV5fFxXO9w8rXk5GRt3brV0DZmzJgqu3vWlxISEtSyZUtnnJeXp//9739ljjt58qThvdZkMpWa6HZ9b7vtttu8TsZfd911hrtNy3pva9CggZKSkgz/JkyY4NUxy6NHjx769ttv9dhjjyk+Pt7jcdnZ2Zo7d6769etneMTJhWTPnj06duyYMw4ICNCQIUM8Ht+0aVOPH79wVnBwsNu56cldkN9//73hcRbx8fHq3bu3V8cGAADA+UfeqnKRt/IMeSvyVucib1V+5K18j7xVychbVdzu3bv1l7/8RQ6Hw9l29pG5F8J7EgB3XNkA4McOHjyoSZMmuf175ZVXNH36dK1Zs8ZwR6MkBQUF6eWXX3a7ay03N9dte+Jrr73Wq/WEh4fr6quvNrS5JmDOSkhIcH5st9v18MMP68iRI14drzKlp6cbtnwPDg423EHmqXbt2hnic59rX5YuXbp4vFV3eW3evNlwZ53FYvE6MdetWzfFxMQY2jZu3Ojx+Msvv9yr4/lanTp11L59e6/GuG79v2XLFo/HxsTEGBIhZdm1a5eysrKccePGjdWoUSOPx5/lei6WdG26vpayHnPgqmPHjh7fcVYev/76qyGOjo5Wz549K+1455trAsH1zsbiLF682LBVfdeuXUvd9ts1oXXVVVd5uUopIiLCcKfcH3/8Ybhj3J+EhYVp7NixWrVqlT766CONHDlS7du39+j9NSMjQw8++GC5Htvh71yv9YSEBNWpU8erOVz/L+GJO++805BA+vrrr8u80/fcx3tIZ/7Q4O3dlwAAADj/yFtVHvJWniNvRd7qXOStKoa8le+RtyoeeauK+fPPP/XAAw8oNzfX2RYQEKA33njDbx4XCcD3Kvd/5gCA86pbt2567rnnit1We+/evYZfskwmk9sv1Z649NJLtXz5cmdc0vPshw4darhrbMuWLerfv7969uypvn37qnv37qpfv77Xx/eVrVu3ut3R4LoNsCfOTUBJMtzBURZvEinl5fr9admypYKCgrya4+y5cu4dWCV934tzPl5nacpznruOSUlJUXp6uluysDjevl7XX2QtFovbL4yeOHXqlCEu7lxMS0tza2/btq3Xx2rTpo1X57o3du7caYg7deokk8lUKceqCjfffLMmT57s/APHxo0bdfDgQTVp0qTEMYsWLTLEt912W4l9c3NzDX8AOHuMPXv2eL3WwsJC58d2u12nTp1SeHi41/OcL2azWd27d1f37t0lSQUFBUpKStL27dv1+++/65dffnG7TqQzr+3FF19Uq1atynU9+Kvdu3cb4vK8tvK8fzZs2FA9e/Z0/h8gNzdXixcvLvHu6UOHDhmS44GBgbr99tu9Pi4AAAD8H3krz5G38hx5K/JWrshblR95q8pD3sqIvFX5paWl6f7779eJEycM7S+//LJf7CgGoPJQ3AUA1VBgYKAiIiJUo0YNNW/eXB06dFDfvn3VokWLEsecPn3aEEdFRRm2oPdUgwYNSp33rGuuuUZDhgzRggULnG1FRUVauXKlc3vt+Ph4dezYUd26dVP37t3VvHlzr9dTXqmpqW7xpEmTKjxvSV+P4njzaIHycl1PeROTnn7fi+PN1umVoV69ej4Zk5GR4VGSzNvvq+u5uHfv3ko7F9PT0w1xaGioYmNjvZ67MhPcaWlphvhCu9OoZs2a6tmzp77//ntn25dffqnHHnus2P5bt241JL3Cw8N13XXXlTj/qVOnDH8AkKQ33nijgqs+IyMjo1x351aV4OBgJSQkKCEhQXfeeafzkSzTp093S04XFhZqypQpmjVrVhWt1vcyMjIMcXneC8t7rd91112GP5TNnz+/xCTZ/PnzDedsYmKi13dqAgAAwL+Qt6o48lbeIW9F3upc5K3Kj7zV+UPeKsMQk7fyTFZWlkaOHKkDBw4Y2v/yl79o8ODBVbQqAOcLxV0A4Me6deumefPm+WSuzMxMQ1zeu1giIiIMcWnJkpdeeknNmjXT1KlTi93aNjk5WcuWLdOyZcsknblzbOjQobr99tu9vkvPW94kebyRl5fncd+wsLBKWcO5XF+n6/fPU64JVW++fufjdZamPK85NDRUgYGBhruGXa+hknj7es/nuXjuNvqS784HX3L9xb5GjRqVdqyqcuuttxqSZIsWLdIjjzxi2BL8LNft76+//vpSz7HKOp8kKT8/v9LmPh8CAgLUq1cvXX311Zo8ebJbQuynn37S0aNH3f4oUF25vmeV53ov77V+9dVXq3Hjxjp06JAkac+ePfrtt9902WWXGfoVFha6nePDhg0r1zEBAABw/pG3qjzkrbxD3oq81bnIW1UMeauqQd6KvFVZ8vLyNGbMGLcdBMeOHauRI0dW0aoAnE/uP4kBABcFX20XXdo8JpNJw4cP18qVK/XCCy+oa9eupSa/9uzZo5dfflk33HCDtm7d6pP1leTs1tIonwtpu/GqVh3PRdc77CrThXiu9e7dW7Vq1XLGycnJWrt2rVu/wsJCLV261NBW2tb2UuWeT+fz+16ZzGaznnrqKfXs2dPtc+vWrauCFZ0f5/NaMplMuvPOOw1t8+fPd+u3dOlSQ2K8SZMmzscTAAAA4OJG3qr65Qr8yYWYS6gq1fFcJG9VMeStqhZ5q/NzrOqWtyosLNT48eP1+++/G9rvvvvuEnfWA3DhYecuALhIuN5FVNwdiZ5wHefJ3UlRUVG6++67dffdd6ugoEBbtmzR77//7vyXm5tr6H/kyBHdd999+vTTT9W6detyrdOTNZ2rR48emjt3bqUcqyq5vs7yft9d75yrTnellec15+XlGe5+lCrvNbt+jwYPHqy///3vlXIs17uZfPU+4EuujweozDv6qkpgYKBuvvlmzZkzx9n25Zdf6qqrrjL0W7FiheH1N2nSRJ07dy51btfzyWKxaOvWrcXeXXmxGz58uH788UdD29k79vyV3W73uK/re5br+7gnyjPmrFtvvVVvvfWW827s5cuX69lnnzU8UsM1cTZs2LALMjEOAACAspG3cl/TuchblY68FXkrX4zzBHmr/0PeqnKRtyrbxZK3stlsevzxx7VmzRpD+6BBg/T888+f9/UAqDr8tASAi0Rxv3iW5z+/R48eNcSuv5CVJTg4WN26ddO4ceM0a9YsrVu3TjNnzlSvXr0M/XJzc/Xyyy97vT5PnfufdOlMYu5C5Pp9P3bsWLnmqej3vSr9+eefPhnj+rX0lfN5LsbExBjivLw8paWleT1Pec8jT7h+PQ4fPlxpx6pKt956qyH+7rvv3N6TP//8c0Nc1t2PkvvXz2q1Kjk5uZyrvLBdeumlbm2uj1fwNdcEkM1m82q8Nz+3Xd+zyvNeWJFrvUaNGhowYIAzdt3KPikpSZs2bXLGwcHBGjRoULmPBwAAgOqNvJUReSvvkLcib3Uu8lYVR96q6pG3KtvFkLdyOBx65pln9N133xnar7vuOr366qvcJAlcZCjuAoCLRPPmzRUY+H8bNjocDu3YscPrebZv326IW7VqVaF1BQUFqVevXpo5c6aeeuopw+d+//33SvtlvE2bNob46NGjOn78eKUcqyq1bNnSEO/Zs0eFhYVezeFwONye417R7/v5VJ7z3HVMnTp13BJMvuJ6l++2bdtUUFBQKceKjY1V7dq1DW2u31tP7Nq1y1dLctOuXTtDvHnz5gtmW/VztWjRQu3bt3fGBQUF+uabb5xxSkqKfvnlF2ccEBCggQMHljlvdHS06tWrZ2jbsGGDD1Z84QkNDfWozZfCw8MNsesOAGXxJtHl+j5dnmu9PO+f57r77rsN8Weffea8nj/99FPD52644YZK+2MEAAAA/B95KyPyVp4jb0XeyhV5q4ojb1X1yFuV7WLIW7300ktavHixoe2qq67S5MmTFRAQcN7XA6BqUdwFABeJsLAwt/8wr1ixwqs5cnNz9dNPPxnaOnXqVOG1nTVy5Ei3X+CTkpKK7ev6H1dv7yJp2LChGjZsaGhbtmyZV3NUBx07djRsa221WvXDDz94NceGDRvc7pIra4ttf3LixAlt27bNqzHff/+9Ie7QoYMvl2TQpUsXwy/mubm5Wr16daUdz/W1uL7WsmzevFknT5705ZIMunfvbogzMjLctiD3hYq+h/iC612Q594dtmjRIsOarrrqKsXFxXk0b48ePQzx//73vwqs8sJV3J2hNWvWLLG/L84Z1y3nXe8uL8v69es97tuxY0dDvHXrVq+vXW//n+CqdevWhp8Xhw4d0s8//6ycnBwtWbLE0HfYsGEVOhYAAACqN/JWRuStPEfeirzVuchb+Q55q6pF3qpsF3re6o033nArMrvssss0ffp0BQUFnff1AKh6FHcBwEXEdQv5r776SqdPn/Z4/Oeff264WyMgIEBXX321z9ZnMplUv359Q9vZZ567ioiIMMTZ2dleH69fv36GeNasWcrJyfF6Hn8WGRnpltD65JNPvJpj3rx5hrhp06Zq1KhRhdd2Ps2fP9/jvsnJyVq1apWhrXfv3j5e0f8JCgpym3/atGmy2+2VcjzXY33zzTdevQ/8+9//9vGKjOLi4tyS7++//77Pvx6ud6KV5z2kogYMGKDg4GBnvGXLFu3bt0+S9OWXXxr6uibUSuP63rZq1Spt3bq1Aiu9MLle55LUtm3bEvu7njPl+XnRrFkzQ7xx40aPxyYnJ3uVMG7ZsqXhZ6rNZtOCBQs8Hn/gwAHDXbjl5XoX5Pz58/XVV18Zvn5t27at1D9GAAAAoHogb2VE3soz5K3IW52LvJXvkLeqWuStSneh563ee+89ffDBB4a2Sy+9VO+//75CQkLO61oA+A+KuwDgIjJ06FBZLBZnnJGRoX/+858ejU1OTtY777xjaLv22msVHx/v1re8dxIVFRXp8OHDhrZatWoV29f1LpUjR47IarV6dbz7779fYWFhzjg1NVUTJ0684LbSdv0FZd26dVq0aJFHY1etWqVvv/3W0HbPPff4amnnzRdffKHNmzd71Pfvf/+7YXv5yMhI3XjjjZW0sjMefPBBmUwmZ5yUlKTXXnut3POVdg4PGDBAkZGRzvj06dN64403PJp3/fr1+uqrr8q9Lk898MADhvj333/X+++/79NjuL637N+/36fze6JGjRrq27evoe2LL77Qxo0bdeDAAWdbdHS0+vTp4/G8vXr1MmydL0lPPvmk0tPTy73Wst4Xjx49qlatWhn+TZ06tdzHK82ff/6p8ePHl3iHvCdOnTrldk6FhYWpW7duJY5xPWfOJjS9kZCQYIi3b9+u3bt3ezT2pZde8urnnNls1uDBgw1tH3zwgQ4dOlTmWLvdrpdfftkndwZfd911ht0NVq1apTlz5hj6DB06tMLHAQAAQPVH3sqIvFXZyFuRtzoXeSvfIm9VPuStPEPeqmT//ve/9eabbxraWrZsqVmzZrkVjwO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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 4))\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(\n", " x=\"counts1_dim_0\", y=\"counts1\", color=\"k\", alpha=0.2, ax=ax[0]\n", ")\n", "# Formatting\n", "ax[0].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0].set_title(\"Posterior predictive: Study 1\")\n", "\n", "# Study 2 ----------------------------------------------------------------\n", "ax[1].hist(ppc.posterior_predictive.y.values.flatten(), 50, density=True, alpha=0.5)\n", "ax[1].set(title=\"Posterior predictive: Study 2\", xlabel=\"$x$\", ylabel=\"density\");" ] }, { "cell_type": "markdown", "id": "7ec30d64", "metadata": {}, "source": [ "We can calculate the mean and standard deviation of the posterior predictive distribution for study 2 and see that they are close to our true parameters." ] }, { "cell_type": "code", "execution_count": 42, "id": "22283b9f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-2.030965696788321, 2.0470152029638515)" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.mean(ppc.posterior_predictive.y.values.flatten()), np.std(\n", " ppc.posterior_predictive.y.values.flatten()\n", ")" ] }, { "cell_type": "markdown", "id": "966ffded", "metadata": {}, "source": [ "### Recovering parameters\n", "Finally, we can check the posterior estimates of the parameters and see that the estimates here are spot on." ] }, { "cell_type": "code", "execution_count": 43, "id": "e34c8d32", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 563, "width": 1667 } }, "output_type": "display_data" } ], "source": [ "az.plot_posterior(trace4, var_names=[\"mu\", \"sigma\"], ref_val=[true_mu, true_sigma]);" ] }, { "cell_type": "markdown", "id": "5ac916cb", "metadata": {}, "source": [ "## Example 5: Hierarchical estimation\n", "The previous examples all assumed that study 1 and study 2 data were sampled from the same population. While this was in fact true for our simulated data, when we are working with real data, we are not in a position to know this. So it could be useful to be able to ask the question, \"does it look like data from study 1 and study 2 are drawn from the same population?\"\n", "\n", "We can do this using the same basic approach - we can estimate population level parameters like before, but now we can add in _study level_ parameter estimates. This will be a new hierarchical layer in our model between the population level parameters and the observations." ] }, { "cell_type": "markdown", "id": "c81ddd04", "metadata": {}, "source": [ "### Model specification\n", "\n", "This time, because we are getting into a more complicated model, we will use `coords` to tell PyMC about the dimensionality of the variables. This feeds in to the posterior samples which are outputted in xarray format, which makes life easier when processing posterior samples for statistical or visualization purposes later." ] }, { "cell_type": "code", "execution_count": 44, "id": "403af968", "metadata": {}, "outputs": [], "source": [ "coords = {\n", " \"study\": np.array([0, 1]),\n", " \"bin1\": np.arange(len(c1)),\n", " \"bin2\": np.arange(len(c2)),\n", "}" ] }, { "cell_type": "code", "execution_count": 45, "id": "4c1c098b", "metadata": {}, "outputs": [], "source": [ "with pm.Model(coords=coords) as model5:\n", " # Population level priors\n", " mu_pop_mean = pm.Normal(\"mu_pop_mean\", 0.0, 1.0)\n", " mu_pop_variance = pm.HalfNormal(\"mu_pop_variance\", sigma=1)\n", "\n", " sigma_pop_mean = pm.HalfNormal(\"sigma_pop_mean\", sigma=1)\n", " sigma_pop_sigma = pm.HalfNormal(\"sigma_pop_sigma\", sigma=1)\n", "\n", " # Study level priors\n", " mu = pm.Normal(\"mu\", mu=mu_pop_mean, sigma=mu_pop_variance, dims=\"study\")\n", " sigma = pm.TruncatedNormal(\n", " \"sigma\", mu=sigma_pop_mean, sigma=sigma_pop_sigma, lower=0, dims=\"study\"\n", " )\n", "\n", " # Study 1\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[0], sigma=sigma[0]), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"normal1_cdf\", probs1, dims=\"bin1\")\n", "\n", " # Study 2\n", " probs2 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[1], sigma=sigma[1]), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs2, np.array([1])]))\n", " probs2 = pm.Deterministic(\"normal2_cdf\", probs2, dims=\"bin2\")\n", "\n", " # Likelihood\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values, dims=\"bin1\")\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values, dims=\"bin2\")" ] }, { "cell_type": "code", "execution_count": 46, "id": "53315af7", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "clusterstudy (2)\n", "\n", "study (2)\n", "\n", "\n", "clusterbin1 (6)\n", "\n", "bin1 (6)\n", "\n", "\n", "clusterbin2 (7)\n", "\n", "bin2 (7)\n", "\n", "\n", "\n", "sigma_pop_sigma\n", "\n", "sigma_pop_sigma\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "sigma\n", "\n", "sigma\n", "~\n", "TruncatedNormal\n", "\n", "\n", "\n", "sigma_pop_sigma->sigma\n", "\n", "\n", "\n", "\n", "\n", "mu_pop_mean\n", "\n", "mu_pop_mean\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu_pop_mean->mu\n", "\n", "\n", "\n", "\n", "\n", "mu_pop_variance\n", "\n", "mu_pop_variance\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "mu_pop_variance->mu\n", "\n", "\n", "\n", "\n", "\n", "sigma_pop_mean\n", "\n", "sigma_pop_mean\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "sigma_pop_mean->sigma\n", "\n", "\n", "\n", "\n", "\n", "normal1_cdf\n", "\n", "normal1_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "normal2_cdf\n", "\n", "normal2_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal1_cdf->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts2\n", "\n", "counts2\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal2_cdf->counts2\n", "\n", "\n", "\n", "\n", "\n", "counts2->counts2\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model5)" ] }, { "cell_type": "markdown", "id": "b0791017", "metadata": {}, "source": [ "The model above is fine _but_ running this model as it is results in hundreds of divergences in the sampling process (you can find out more about divergences from the {ref}`diagnosing_with_divergences` notebook). While we won't go deep into the reasons here, the long story cut short is that Gaussian centering introduces pathologies into our log likelihood space that make it difficult for MCMC samplers to work. Firstly, we removed the population level estimates on `sigma` and just stick with study level priors. We used the Gamma distribution to avoid any zero values. Secondly use a non-centered reparameterization to specify `mu`. This does not completely solve the problem, but it does drastically reduce the number of divergences." ] }, { "cell_type": "code", "execution_count": 47, "id": "b4fa9844", "metadata": {}, "outputs": [], "source": [ "with pm.Model(coords=coords) as model5:\n", " # Population level priors\n", " mu_pop_mean = pm.Normal(\"mu_pop_mean\", 0.0, 1.0)\n", " mu_pop_variance = pm.HalfNormal(\"mu_pop_variance\", sigma=1)\n", "\n", " # Study level priors\n", " x = pm.Normal(\"x\", dims=\"study\")\n", " mu = pm.Deterministic(\"mu\", x * mu_pop_variance + mu_pop_mean, dims=\"study\")\n", "\n", " sigma = pm.Gamma(\"sigma\", alpha=2, beta=1, dims=\"study\")\n", "\n", " # Study 1\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[0], sigma=sigma[0]), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"normal1_cdf\", probs1, dims=\"bin1\")\n", "\n", " # Study 2\n", " probs2 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[1], sigma=sigma[1]), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs2, np.array([1])]))\n", " probs2 = pm.Deterministic(\"normal2_cdf\", probs2, dims=\"bin2\")\n", "\n", " # Likelihood\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values, dims=\"bin1\")\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values, dims=\"bin2\")" ] }, { "cell_type": "code", "execution_count": 48, "id": "0aaeefe6", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "clusterstudy (2)\n", "\n", "study (2)\n", "\n", "\n", "clusterbin1 (6)\n", "\n", "bin1 (6)\n", "\n", "\n", "clusterbin2 (7)\n", "\n", "bin2 (7)\n", "\n", "\n", "\n", "mu_pop_mean\n", "\n", "mu_pop_mean\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "mu_pop_mean->mu\n", "\n", "\n", "\n", "\n", "\n", "mu_pop_variance\n", "\n", "mu_pop_variance\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "mu_pop_variance->mu\n", "\n", "\n", "\n", "\n", "\n", "sigma\n", "\n", "sigma\n", "~\n", "Gamma\n", "\n", "\n", "\n", "normal1_cdf\n", "\n", "normal1_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "normal2_cdf\n", "\n", "normal2_cdf\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "sigma->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->normal1_cdf\n", "\n", "\n", "\n", "\n", "\n", "mu->normal2_cdf\n", "\n", "\n", "\n", "\n", "\n", "x\n", "\n", "x\n", "~\n", "Normal\n", "\n", "\n", "\n", "x->mu\n", "\n", "\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal1_cdf->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts2\n", "\n", "counts2\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "normal2_cdf->counts2\n", "\n", "\n", "\n", "\n", "\n", "counts2->counts2\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model5)" ] }, { "cell_type": "code", "execution_count": 49, "id": "ab32e54a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [mu_pop_mean, mu_pop_variance, x, sigma]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [12000/12000 02:30<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 2_000 tune and 1_000 draw iterations (8_000 + 4_000 draws total) took 161 seconds.\n" ] } ], "source": [ "with model5:\n", " trace5 = pm.sample(tune=2000, target_accept=0.99)" ] }, { "cell_type": "markdown", "id": "7ed99b0f", "metadata": {}, "source": [ "We can see that despite our efforts, we still get some divergences. Plotting the samples and highlighting the divergences suggests (from the top left subplot) that our model is suffering from the funnel problem" ] }, { "cell_type": "code", "execution_count": 50, "id": "4388da21", "metadata": {}, "outputs": [ { "data": { "image/png": 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Zre0CKLnM1p8wFsLszHbNALAfYw1KAjM9SAyUBEW5R335D3glaceOHY4Kh7EGpme2awbwRE2aNLFKvnLixAmHHZtxBp7ImdcMAHii5ORkbd++3ShXq1bNaqzPT+XKlXXTTTcZ5bVr1yopKckpMQIoucw2b8B3IADOYrb+DgCcxWz9nSPiufw7MQBcYrb+rijCw8Otfm98/vx5q+/E+A+/pAMADxYSEmJVzs7OdtixL1y4oN9++80oV6lSRVFRUYXuFxERoWbNmhnlLVu2KD4+3mFxwXPUrFnTqnzmzBk3RQLYz5ntl/4XAFyPvhe2+Pfff7Vt2zaj3Lx5c0VERBS6X7NmzVS5cmWjvGbNGl24cMEpMcLz/frrr1bl2267zab9OnXqZPw7PT1da9eudUo8l5+nIDnjdvdqM3A+s7VdACWX2foTxkKYndmuGQD2Y6wBAEjOvT/NWANPxG+SAPsFBwcb/7ZYLA47LuMMPJWzrhkA8ER79uxRVlaWUb7893aFueaaa4x/Z2ZmatWqVY4MDUApxVwbgNKCeVIApYXZ+rtatWpZlf/99183RQLA05itv5Ny57vhnkneSP4GAB7s+PHjVuUaNWo47NgxMTFWKyM1b97c5n0vr5uVlaXo6GiHxQXPkZKSYlX28/NzUySA/ZzZful/AcD16Hthi+joaKuE20VtJwkJCdq/f79DY0PpsXnzZuPfFSpUsHkeIGd7/euvvxwSz6ZNm4x/+/j42JQ4U7L+ca4j44F5ma3tAii5zNafMBbC7Mx2zQCwH2MNAEDKfX+6KCtA54exBp7ImdcM4InOnz+vhIQEo+zI36EyzsATOfOaAQBPdPbsWauyLYttXlKpUiWrMp8JADgCc20ASgvmSQGUFmbr78wWDwDPYcb+5fJ8NyEhIQoLC3NfMCZG8jcA8GA//vijVblt27YOO/aBAwesyldeeaXN+zZu3NiqfPDgQYfEBM+yd+9eq7I9N3IBd3Nm+6X/BQDXo++FLXK2k5x/+4LkrJvzWIAt4uLidO7cOaNcnL7KEW0wOztbhw4dMsq1atWyWuG+IHXr1lVgYKBD44F5ma3tAii5zNafMBbC7Mx2zQCwH2MNAOCSnPenK1eu7JDjMtbAUznrmgE81bJly5SZmWmUb775Zoccl3EGnspZ1wwAeKq0tDSrsr+/v837BgQEWJVZcBOAIzDXBqC0YJ4UQGlhtv7ObPEA8Bxm6182btyouLg4o9y2bVt5e5PmLC/uT9MHAHCK6dOna8OGDUb5zjvvVL169Rx2/JxJK6pWrWrzvlWqVCnwWMDRo0cVHR1tlMuVK2dX8oyiWL58uZYuXaoDBw7o7NmzCggIUFhYmBo0aKBWrVrp9ttvz7U6GJAXZ7df+l8AcD36Xtgi598259++IK5sJ3zu9VzF6asqVKggPz8/4yGEf/75p9jxHDt2TOnp6UWKx8vLS5UrVzZ+7HbkyBFlZmbKz8+v2HHBfMzWdvNy/PhxjRw5Ujt27NDp06eVmZmp8uXLKyIiQi1bttTNN9+sFi1aOOXcAGxntv6EsRBmZ7ZrJi+MwUDBGGsAAJcsWrTIqvy///3PIcdlrIGnctY1kxe+16Ck27Nnj9566y2jHBYWpkceecQhx2acgSdy5jWTF8YZAJ6gXLlyVuWkpCSb981Zl9/mAXAE5toAlBaunCcFAHcyW39ntngAeA4z9S8nTpzQiy++aJT9/Pw0aNAgt8VjdiR/AwAPceHCBZ05c0ZbtmzR119/bZX4rVmzZnr11Vcder7Ls6xK9mV+zVn35MmTDokJnuPDDz+UxWIxyh07dpSvr3M/tqxevdqqfP78eSUkJOjQoUNasWKF3n33XfXo0UMjRoyweXUdlE7Obr/0v/AkJCBCSUHfC1vkbCf2JH9zZTvhc6/nKk5f5eXlpYiICB09ejTPY7k6HkmKiIgwfqx24cIF/fvvv25fdQbOYba2m5ejR48a57gkNTVVx44dU3R0tD7++GM1b95cL774oq6++mqnxACgcGbrTxgLYXZmu2bywhgMFIyxBig+EiXAE2zcuFEbN240ymXLltWNN97okGMz1sATOfOayQvfa1DSWCwWJScnKyYmRsuWLdPcuXOVkZEhSQoKCtKkSZNUoUIFh5yLcQaewJXXTF4YZwB4gpy/Ed2/f7/N++7bt8+qnJiYqNTUVAUFBTkkNgClD3NtAEoLV8+TAoC7mK2/O3TokBYvXmyUfXx81LFjR7fFA8BzmKG/S0lJ0cGDB/Xrr7/qiy++0Llz5yRJvr6+Gj9+vBo0aODSeEoSkr8BQAn1/vvva8aMGUY5KysrV53g4GA98sgjGjRokPz9/R16/tTU1FznslXOujmPhdJt3bp1+v77742yn5+fBgwY4MaILsrIyNBXX32l9evXa9q0aapVq5a7Q4IJuaL90v/Ck5CACCUFfS9skfNva8+PCM3UTvjcW3IVpw1K1u3wwoULSk9PV0BAQJHjSUlJcVg8eR0PnsNsbbeotmzZogceeECvvPKKevbs6fLzAzBff8JYCLMz2zVTVIzBKM0Ya4DiI1ECSrrz58/r5Zdfttr26KOPOuy+GmMNPI2zr5mi4nsN3OngwYO64447jHJ2drbVopeXtG3bVqNGjVKdOnUcdm7GGZRE7rxmiopxBoDZNWzYUCEhIUpOTpYkbd26VWfPnlX58uUL3M9isWjNmjW5tpP8DUBRMdcGoLQw6zwpADia2fq77OxsvfTSS8rMzDS23X333apRo4Zb4gHgOdzR32VkZKhZs2ZG2WKxKDs7O1e9a665RqNGjVJUVJTTYvEEJH8DgBIqKysrz4Rvl1SsWFHDhw/XHXfcIT8/P4efP+dDQfYkl8v58A8JMHDJqVOn9Nxzz1n9GGbAgAFOTTgRGRmpDh06qEWLFqpfv77CwsJksVh05swZbdu2TT/88IN+++03o/7Bgwf12GOP6Ztvvin0pjJKF1e1X/pflCYkIIJZ0PfCFjn/tvYkPXBFO+Fzr+crThvMq35KSkqxknc4Oh76T89ltrZ7ubCwMLVv31433XSTIiMjFRERocDAQCUlJWnfvn1avXq1vv32W+NH6JmZmRo9erTCwsJYhQ1wA7P1J4yFMDuzXTOXYwwGbMNYA7gGiRJgZq+99poOHTpklOvWrav+/fs77PiMNfA0zr5mLsf3GpQUFoulwN+hent768EHH1T//v1VuXJlh56bcQYlkTuvmcsxzgDwJD4+PmrTpo2WLl0q6eLvRj/99FMNHz68wP0WL16sw4cP59rOZwIARcVcG4DSwpXzpADgTmbr7z788EP99ddfRjk8PFwjRoxwWzwAPIc7+rvC7pdI0h133KEhQ4aYYqEcsyP5GwB4qNOnT2vkyJGaOHGiXn31Vd18880OPX56erpV2Z4EGDnrpqWlOSQmlGzp6el66qmndPr0aWNb8+bNNXDgQKecLywsTHPnzlXz5s3zfL169eqqXr26unTpojVr1ujZZ59VYmKiJCk2NlZjx47Ve++955TYUPK4sv3S/8ITkIAIJQ19L2yRs53Yk4Tbme2Ez72lR3HaoJS7HeY8XkmPB+Zl1rby5JNPqmnTpnn+0DI8PFzXXXedrrvuOvXr10/PPPOMNm7cKOniqmwjR45Uy5Yt+ewKuJjZ+hOzxQPkZNY2yhgM2M6s1zFQEpAoAZ7gs88+0/fff2+U/f399c477zgsIa/EWAPP4opr5hK+18CTZGdn64svvtDcuXP10EMPadiwYXbdLy8I4ww8kTOvmUsYZwB4or59+xrJ3yTp008/VVRUVL7zMDt37tTYsWPzfI3f5wEoCubaAJQWrpwnBQB3Mlt/98svv+jDDz80yl5eXnrjjTcUHh7ulngAeA6z9XeX+/HHH7V06VJ17dpVL730ksqWLevukEyL5G8AYIf27dvr2LFjTjv+8OHD9fjjj9tUd8SIEVYZnZOTkxUXF6fo6Gh9++232r59uyTpxIkTGjhwoF5//XWHrkKdc8DPyMiwed+cdQMDAx0SEwpmpvabU1ZWloYPH64tW7YY26pUqaKJEyfafUPDViEhIfkmwMipbdu2+uijj/TII4/owoULkqQlS5ZowIABatiwoVPigzXa73/of1GSkYCoZDFz3+tq9L0li7vabs52kpmZafNEqTPbCZ97S4+82qA9crbD4k70my0emJdZ28q1115rU70KFSro448/Vq9evbRr1y5JF+fpZsyYoeeee84hsQCwjdn6E7PFA+Rk1jbKGAzYzqzXMWB2JEqAJ1i2bJnGjx9vtW3MmDG66qqrHHoexhp4ClddM5fwvQYlSb169bR3716jnJGRoYSEBO3evVvLli3T4sWLlZmZqczMTM2aNUsxMTGaNm2aQ5JZMc6gJHLnNXMJ4wwAT3T11VfrgQce0Ndffy1JunDhgp566in16NFDPXv2VMOGDeXj46PDhw9r8eLFmj17ts6fPy9JCg4OVkpKinGsoKAgt7wHACUXc20ASgtXz5MCgLuYrb/bvHmzhg8fLovFYmwbMmSI2rdv75Z4AHgOd/Z3AQEBVvdLLly4oMTERMXExGjlypX67rvvlJqaquzsbP3www/as2ePPv/8c4WGhjo9tpLI290BAAAcIyQkRPXq1VPPnj317bffatSoUfLy8pIkWSwWvfbaa4qJiXHY+XLeFLMnAUbO1UW4wYZXXnlFK1asMMphYWH65JNPFBER4caorLVs2VLdu3c3yhaLRT/99JMbI4JZuLr90v+WLO3bt1dkZKTT/vfxxx+7+y3apSgJiHx9/8tZvmTJEod+ngFsRd8LW+T829qzqqKZ2gmfe0uu4rTBvOoHBwebKh76T89ltrZbFGXKlNErr7xite3yVckBuIbZ+hPGQpid2a6ZomAMRmnHWAMUzbXXXmvTQ3GXEiU0btzY2HYpUQLgTn/++aeeffZZZWdnG9uGDx+ue+65x+HnYqyBJ3DlNVMUfK+B2fj7+6tSpUpq27atxo0bp/nz56tKlSrG62vXrtWUKVMcci7GGXgCV14zRcE4A6AkeeGFF3TTTTcZ5ezsbH377bfq2bOnmjZtqquuukqdO3fW1KlTjcRv3bt3V4sWLayOU65cOZfGDaBkY64NQGlh9nlSAHAUs/V3e/fu1cCBA5WWlmZse+CBBzRkyBC3xAPAc5itv/P19dUVV1yh1q1b66WXXtLixYvVqFEj4/U9e/ZozJgxbomtJCD5GwB4IC8vL/Xp00ePP/64sS0zM1Mffvihw86Rc5L48tWSCpOzLhPOpdvbb7+tefPmGeWgoCB9/PHHql+/vhujyluPHj2syn/++aebIoFZuKP90v+iNCEBEcyCvhe28KR2wufekqk4bTBnfV9f32KvDJoz+Udx4snrePAcZmu7RdWsWTOr74InTpzQoUOH3BILUFqZrT9hLITZme2aKSrGYJRmjDWA85EoAWazfft2DR482GqRmn79+ln9PsiRGGtQ0rn6mikqvtfAzBo1aqQZM2bIz8/P2PbZZ5/p7NmzxT424ww8kTOvmaJinAFQUvj7+2v69Ol67LHH5O/vX2BdX19fPfHEExozZoxOnz5tbPf29lZISIizQwXgIZhrA1BalJR5UgAoLrP1d4cPH1a/fv2UlJRkbOvcubNGjx7tlngAeA6z9Xd5qV69umbOnKnQ0FBj248//qh9+/a5MSrz8nV3AABQkkycONHulTXsUb16dYceb+DAgfrss8+MjNCrVq1SRkZGoTfDbBEREWFVPnnypM37njhxwqpcuXLlYseDwpmx/U6dOlUzZ840yv7+/vrwww/VtGlTR4bmMFdddZX8/PyUmZkpSTp+/LibIyo9aL//of9FadOjRw998803RvnPP//U008/7caISg8z9r3uQt9bsrir7ebVTi5f0bsgZmsnfO4tmXK2wbi4OJv3tVgsVvVzHsvV8UjWfe2lFWDgmczWdoujWbNm2r9/v1E+fvy4ateu7b6AgFLGbP0JYyHMzmzXTHEwBqO0YqwBXONSooRLY82lRAmMNXC1mJgYPfbYY0pNTTW29ezZU88995zTzslYg5LMHddMcfC9BmbWoEEDde7cWQsXLpQkpaWlac2aNbr77ruLdVzGGXgqZ10zxcE4A6Ck8PHx0YgRI/TQQw/phx9+0Nq1a3Xo0CElJCSoTJkyqlKlim666Sbdc889qlevniwWi44dO2bsX7duXXl7e7vxHQAoKZhrA1BalLR5UgAoKrP1d3FxcerTp49VwvKbbrpJb7/9Nt9bARSL2fq7glSoUEEPPvigPvroI2Pbzz//rAYNGrgxKnMi+RsA2OHqq692dwh2CQoKUrNmzbR+/XpJUnp6umJjYx0yINarV8+qbE8ygJzJMurWrVvseFA4s7XfOXPm6IMPPjDKPj4+ev/993X99de7L6hCeHt7KywszPjC7c7VGEsb2u9/6H9LFpJnFR8JiNzHbH2vO9H3lizuart5tZPmzZvbtG/OdpLzWK7G596SKWe7ufzHrYU5c+aMMdZKjumrqlWrpsDAQCMhvT3xWCwWq+uiZs2a8vPzK3ZMMCeztd3iyPmjSvpPwLXM1p8wFsLszHbNFAdjMEorxhrAdUiUAHc7fPiw+vbtq4SEBGPbbbfdpjFjxjj1vIw1KKncdc0UB99rYHbXX3+9kchKkvbu3VvsYzLOwJM545opDsYZACVN5cqVNXDgQA0cOLDAeocOHVJSUpJR5jePAGzBXBuA0qIkzpMCQFGYrb+Lj4/Xo48+avV5r2XLlpoyZQqf4QAUi9n6O1vccMMNVsnf3H2/xKxI/gYAHq5ChQpW5XPnzjnkuDkfCtq1a5fN++7cudOq7O6HguB6Cxcu1Ouvv26Uvby89Oabb6pDhw5ujMo2l260SFJAQIAbI4G7uLv90v+WLPyQpPhIQAQzoO+FLfJqJ126dLFpXzO2Ez73ljyVKlVS2bJlje/9u3fvtnnfnP2aI9qgt7e3ateurT179ki6eJMhJSVFwcHBhe574MABqwS6Zrgm4Dxma7vFcf78easy/SfgWmbrTxgLYXZmu2aKgzEYpRVjDeA6JEqAO+W1Knzbtm317rvvOn1VeMYalETuvGaKg+81MLucv0NNTk4u9jEZZ+DJnHHNFAfjDABPFR0dbVWOiopyUyQASgrm2gCUFiV1nhQA7GW2/i45OVn9+/fXgQMHjG1NmjTR9OnTFRgY6PJ4AHgOs/V3tsr5myt33y8xK/P+BQEADpFzAAwNDXXIcRs0aKBy5coZ5a1bt9q875YtW4x/+/j46JprrnFITCgZfvnlF73wwguyWCzGttGjR+vuu+92X1A2Onv2rFUCxZwfOOH5zNB+6X9RGpGACO5G3wtbNG/e3Gqy9PK/fWEub1NhYWGqX7++I0OzG597S64WLVoY//733391+PBhm/bL+WPYVq1aOTyerKwsbd++3ab9cl4/jooH5mW2tltUR44csSqHh4e7KRKg9DJbf8JYCLMz2zVTVIzBKM0YawDXIFEC3CU+Pl59+vSxWhX+2muv1aRJk1y2KjxjDUoSM1wzRcX3Gphdzt+hXn7/vDgYZ+CpnHXNFBXjDABP9eOPPxr/9vPz02233ebGaACYnRnmDfgOBMAVzNDfAYArmK2/S0tL04ABA7Rz505jW/369fXJJ58oJCTE5fEA8Bxm6+/sYbb7JWZF8jcA8HC7d+82/u3t7a2IiAiHHNfX11dt2rQxyidOnNC2bdsK3S8uLs6qXvPmzfkRQSny559/6plnntGFCxeMbcOHD1evXr3cGJXtfvvtN6tyo0aN3BQJ3MEs7Zf+F6UNCYhgBvS9sMUVV1yhpk2bGuWtW7cqLi6u0P22bNmikydPGuW2bdvK19fXKTHais+9Jdctt9xiVV62bJlN+y1fvtz4d0BAgG644Qa3xpOzXs7jwPOYre0Wxfnz5/XXX38ZZV9fXzVo0MBt8QClldn6E8ZCmJ3ZrpmiYAxGacdYA7gGiRLgDpdWhT948KCxLSoqSlOnTnXpqvCMNSgpzHLNFAXfa1AS7Nq1y6pcpUoVhxyXcQaeylnXTFEwzgDwVAcOHND69euNcvv27ZmzAZAvs8wb8B0IgLOZpb8DAGczW3+XmZmpp556Sps2bTK21axZU59++infVQEUi9n6O3uZ6X6JmZH8DQA82OrVq62SDURFRTk0O/Ttt99uVf7qq68K3Wfu3LnKysoyyqyuVHps375dgwcPVkZGhrFt0KBBevzxx90Yle0yMzM1Y8YMq2033nijm6KBq5mt/dL/ojQhARHMgr4Xtrj8b5yVlaVvvvmm0H2+/vrrfI/hDnzuLdnat29vtWrLvHnzlJmZWeA+f/75p/755x+j3LZtWwUFBTkknmuvvdbqZuWSJUuUlJRU4D6xsbFat26dUW7SpIlq1KjhkHhgXmZru0Xx2WefWa1K1LRpU5UtW9Zt8QClldn6E8ZCmJ3ZrpmiYAxGacdYAzgfiRLgDmlpaRo4cKDVqvANGzZ0y6rwjDUoCcx0zRQF32tgdmlpaVq8eLHVtuuvv94hx2acgSdy5jVTFIwzADzVG2+8oezsbEmSt7e3+vXr5+aIAJiVmeYN+A4EwJnM1N8BgDOZrb/Lzs7W888/rzVr1hjbKleurFmzZikiIsLl8QDwHGbr7+xlsVg0f/58q23uvF9iZiR/A4AS4ODBg1Y33m1x9OhRvfrqq1bb7r777gL3mTx5siIjI43/TZ48ucD6t9xyixo2bGiUFy5caPWj55z++ecfzZw50yhXrFhRPXv2LPAc8Az79u3TY489ptTUVGNb7969NXToUIedw572GxcXp4SEBJuPnZ2drdGjR2vfvn3GtooVK6pLly7FCRklhNnar0T/i9KDBERwJvpeOMO9996rK664wih/8sknVkkRctq4caMWLVpklK+88kq1a9euwHPwuRcFqVChgu69916jfPjwYX388cf51k9PT9fYsWONspeXlwYNGpRv/aNHj1q1v/bt2xcYj5+fn/r372+Uz507p/Hjx+dbPzs7W6+88orx41xJGjx4cIHngGcwW9vdu3evHdFLf/zxh6ZMmWK1rU+fPnYdA4BjmK0/YSyE2ZntmmEMBhhrADMiUQJc7cKFC3r66aet7kHUrl1bs2bNUmhoaLGPz1gDT2O2a4bvNTCzjIwM7dmzx659LvXrx48fN7Y1bdpUdevWzbM+4ww8iRmvGcYZACWFvf2bvcaNG6e1a9ca5QceeEBNmzZ16DkAeAazzRvwHQiAs5itvwMAZzFjf/fqq69qyZIlRvmKK67QrFmzVL169WLHA6D0Mlt/t337drvPMXHiRKv9qlSpouuuu87u45QGJH8DgBLgt99+0y233KL333/f6iH8vKSlpWnevHnq0aOHTpw4YWyPjIy0eoDHEby8vDRs2DCjbLFYNHjwYP3555+56u7atUt9+vRRenq6sW3IkCEKDAx0aEwwn6NHj6pv375WSSd69OihF154wW0x7dixQ+3bt9dbb72lXbt2FVh3z5496tOnjxYsWGC1fdiwYQoKCnJmmDABM7Zfif4X5kECIpQm9L2wRVBQkNUPa9LT0/Xoo49q9+7duequW7dOgwcPlsViMbYNGzZMXl5eDouHz72l04ABAxQcHGyUJ0+erFmzZln9AEyS4uPj1b9/f+3fv9/Y1rlzZzVu3Nih8Tz44IOqUqWKUf7uu+/01ltvKSMjw6pecnKyhg8fbtWvNm/eXB06dHBoPDAvM7Xdhx56SI8//rhWrFhhNZ7nlJSUpEmTJmnAgAHKzMw0tl977bW69dZbHRYPAPuYqT+RGAthfma6ZhiDgaJhrEFpRqIEeBqLxaKRI0dq9erVxrZq1app9uzZqlChgtviYqyBWZnxmuF7DcwsLS1Nd999t5566imtWrUqVz+e07Zt29S7d2/98MMPxjZvb2+9+OKLDo2LcQZmZcZrhnEGgCf76KOP9NZbb1ndh8jp8OHDGjhwoGbPnm1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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1667, "width": 2495 } }, "output_type": "display_data" } ], "source": [ "az.plot_pair(\n", " trace5, var_names=[\"mu_pop_mean\", \"mu_pop_variance\", \"sigma\"], coords=coords, divergences=True\n", ");" ] }, { "cell_type": "markdown", "id": "a0b538cc", "metadata": {}, "source": [ "### Posterior predictive checks" ] }, { "cell_type": "code", "execution_count": 51, "id": "9801d302", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [4000/4000 00:00<00:00]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model5:\n", " ppc = pm.sample_posterior_predictive(trace5)" ] }, { "cell_type": "code", "execution_count": 52, "id": "ce192c44", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Seven bin discretization of N(-2, 2)')" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 4), sharey=True)\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(x=\"bin1\", y=\"counts1\", color=\"k\", alpha=0.2, ax=ax[0])\n", "# Formatting\n", "ax[0].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0].set_title(\"Six bin discretization of N(-2, 2)\")\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax[1], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(x=\"bin2\", y=\"counts2\", color=\"k\", alpha=0.2, ax=ax[1])\n", "# Formatting\n", "ax[1].set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax[1].set_title(\"Seven bin discretization of N(-2, 2)\")" ] }, { "cell_type": "markdown", "id": "5f052df1", "metadata": {}, "source": [ "### Inspect posterior" ] }, { "cell_type": "markdown", "id": "4756d40b", "metadata": {}, "source": [ "Any evidence for differences in study-level means or standard deviations?" ] }, { "cell_type": "code", "execution_count": 53, "id": "8543769f", "metadata": {}, "outputs": [ { "data": { "image/png": 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HIVLFPIJuzCPoj3kE5hGyi3kE7ZhHyDnmESw/j2BN1wBrum9ijG08jLGNLzdibMpd+bZx/tixY5g4cSKio6PVXrO1tYWbm5vQYyclJQXffvstDh48mJvVNJtHjx6hb9++OHnypMbXnZyc4OrqqtarSZZlbNq0CWPHjkVqaqrBx3316hWGDh2KJ0+eqB3P2dlZ57Z//fUXxowZg5CQELXXbGxs4ObmhgIFCqi9FhUVhU8//RT+/v4G1xdID6hHjRol3PRLkgQ3NzeNQyClpaXhm2++wfnz5/U+xosXLzBgwADs2rVL44+GJElwdXXV+hnp88Nhrs8vt8TFxWHYsGG4cOGCUO7k5KT1aYCTJ0/i+++/N2m9xo0bh6NHj2p8zdHREYULF0bBggWtfug/Q127dg3Dhw/X+sSvm5ub0MtXlmUsWrQIq1ev1vsYAwcOFJZ37txpcGNeamoqduzYIZQNGDDAoH2YSmxsLEaPHo3Vq1drDDrt7e3h7u6ucZijgIAA9O/fHy9fvtS6f9XenLt3787WTapqkjGrXqJXrlxB3759cfXqVY2vOzs7a/ybTk1NxcKFCzF9+nSD65ibZFnGV199hb179wrlTk5OGocYVSgUmD17tjIYjIyMxODBg3Hz5k1hvUKFCmm8hsfHx2PMmDFaG/E1ya3vQNM9WuZjuLu7w97eXuPrO3fuxCeffKJXkkITS/3NyJAbv9l79+7Fd999pzG5bGtrC1dXV53fgbXYtGkTfvrpJyGwtbe3V4sFMvz9999YuHAhgPS/18mTJ6tdx3SdJ3PmzNF6f61K29+AJElwcXGBm5ubxmu4LMv4448/zHa9O3r0KAYPHowHDx6ovSZJEgoVKqTxnjUhIQHffPMNli9fnuUxLl26hHHjxmlMaGV8Pnnh/CTLwzyCbswj6I95BOYRcoJ5BM2YR8g55hFElppHsJZrgDXdNzHGNh7G2MaXGzE25b58Oax9UFAQPv/8c+Emw8bGBn369EGfPn1QvXp12NraKucm2rhxI44cOQJZlvHdd98Zdb6vDK1btxb26+fnJ9wwdO/eHXXr1lXbLiNRP2nSJMTFxSnLZ8yYIaynupxB09BxUVFRGD58OF68eKEss7W1RceOHdG9e3fUr19feTFMSkrClStXsHHjRuGm4MSJE1i4cCG++OILre9Zk+nTpytvomvUqIHhw4ejefPmcHd3BwDExMTg1KlTakNZHTx4EDNnzhTKPD09MWDAALRp0wbe3t7KC+vr169x6tQpLF++HM+ePQOQfrP13XffoWrVqqhWrZre9Q0NDcWkSZOQnJwMe3t79OrVC926dUOtWrWUP6QPHjzAli1bsGnTJmVALMsypk2bhkOHDmU5/0d8fDxGjRql9vSkp6cnPvroI7Rq1QqVK1dWDpuWmJiIu3fv4vLlyzh48CCuX7+e5fsw1+eXm77//nvcvn0bQHqP2mHDhqFZs2bKc+vNmzc4cuQIFi5cKDxp4efnh+7du2scNjqn9u3bhzNnzghljRs3xsCBA9XmFkxLS8OzZ88QGBiIM2fO4MSJEwgLC1PbZ/ny5ZV/70+ePBF6D5YvXx5Dhw7VWh9LmYc1OjoaY8eOVevJ27FjRwwcOBD16tWDvb090tLScOvWLWzduhU7d+6ELMv45Zdf9B4Cq1mzZqhYsSIePXoEIP0pn8OHD6Nz58561/X48eNC4F+sWDGhJ725yLKML774AqdPnxbKGzRogAEDBqBx48bKobAUCgXu3LkDf39/bNmyBUlJSQDS53T67LPPsGHDBo3DMnbo0AGurq7KG9vnz5/j33//RdOmTfWu561bt4ShJR0dHXV+/s+ePcPIkSOFc8PR0RHdu3dH586dUatWLeW8pXFxcfj333+xZs0aYUiprVu3olq1ahaT/FC1ZcsW5XW7fPnyGDNmDHx9fZXzr4WFhcHPzw9LlixR9jqXZRmzZs3CwYMH8cUXX+Dp06cAgBYtWuCjjz5C48aNlZ/Lo0ePsG7dOmzZskV5zJiYGPz8889YsGBBlvUzx3dQqlQptG7dGk2bNkXVqlVRpkwZ4bczKCgIFy5cwObNm4Ve1WfOnMHy5csxZswYvY6TmSX+ZmTIjd/suLg4/Pjjj2rHGDp0KFq3bo1y5coJCYOIiAjcv38fly5dwsmTJ3Hjxg2N+818v7pw4UKhQWLSpEnKz1cTUwwnGRgYiH379gEA3NzcMHz4cHTs2FH51FJCQgJOnDiB+fPnC0MFrl69Gj169MDhw4dx+PBhAECFChUwevRo4e81PDwcfn5++P3334WnRGbNmoXmzZvrnXSpVKkSfH190bhxY1SpUgWlSpVSJjUy5lo/e/YsNm3aJDRMbdu2DY0bN0aXLl007nfo0KF4//33AQBr164Vth06dKjOz1xTXAIA//33HyZOnCg0rhUqVAh9+vTBe++9h+rVqysbnaKionD27FmsWLECd+7cUa7/yy+/wNvbG76+vhqPIcsypk+fLsRyhQoVwuDBg9GhQwdUrlxZaNiKjo7GvXv3cPXqVZw6dSpbo4UQAcwjZMY8AvMIAPMIAPMIAPMIzCMwj5DbrOUaYIn3TdowxjYextjWGWOTmcj50EcffSRXrVpV+a927dry2bNndW6zbds22dvbW9gu49+FCxd0bvv1118L6+/cuTPLOmZnm8xU62iI0aNHC9u2atVK/u+//7Lczs/PT65evbpyO29vb/natWs6t2nTpo3Gz3Tu3LlyWlqaXvV99uyZXL9+fWH78ePHy9HR0Tq3i4+Pl8eOHSts17lzZ1mhUGjd5sKFCxrr26xZsyzf686dO9W2O3r0aJbv7/PPP1fbbsqUKXJ8fHyW28qyLN+8eVP29/fX+npufn45Yeg5re3cWrx4sc7tXrx4Ibdq1UrYZuzYscZ6G4Lhw4cLx/nhhx/03jY5OVnet2+fnJCQoHUd1fN10KBBBtfRGPtQ/S6CgoJ0rj916lRhfR8fH3n37t06tzl58qRcs2ZNjd+5ruvn+vXrhXUHDhxo0HsbNmyYsP2iRYsM2l4fQUFBwjHatGmT5TYrV64UtqlRo4a8ffv2LLe7efOm3Lx5c2HblStXal1/+vTpwrpffvmlQe9t1qxZwvaTJ0/Wum5SUpLco0cPYf0PPvhAfvDgQZbHWbZsmbBdrVq15BcvXujcxtDzNrtUf+8zfxbJyclat/v333/latWqqV2rMv5mNm7cqPO4S5cuVTtHwsPDdW6T29/B7t275dOnT2e57wxpaWny4sWLhePUr19fjomJyXJba/jNkOXc+83++++/hXXbtWuX5fmR2Z07dwy+B8zO39iiRYsMugZruhfL+CxevnypdbvXr1+rfc8jR45U/u588cUXBv+9HjlyJMv3t379evnKlStZrpchKSlJ/u6774TjtG/fXq976kGDBgnbZRXfaBIVFSX7+vqq/a7q+mxlWZZTU1PlmTNnCtu98847Wu91r169KqzbqFEj+fHjx3rX8+nTp/K5c+cMeWtEsiwzj5AV5hGYR2AegXkEY+6DeYScYR4hXV7MI1jDNUCWc/++KbsYY4sYY4vyS4xN5pHvhrW/cuWK2nBUP/74I5o1a6Zzuz59+mDcuHGmrJpFOH/+PE6cOKFcLlSoENasWaO1505m3bp1E3q4y7KMlStXGlyH999/H19//bUw1JQuixYtEno/tm7dGr/++isKFSqkczsnJyf88ssvQq//e/fu6T0MSgZ7e3ssXboUtWvX1rlez5490bp1a6Esq2F6bt++rTa0cZ8+fTBnzhxlr86s1KhRA127dtX6urk/v9w0ePDgLP+OS5YsialTpwplJ0+eVPYCNqaMHvhA+nk0adIkvbe1t7fHBx98oHFIJWsWEhKiNufYxIkT0b17d53b+fr64ocffjD4eD169BCG/bl06ZLGIYI0efbsGc6dO6dctrW1Rd++fQ2ug7FFR0erzZs3b9489O7dO8tta9SogSVLlgg93NeuXat1mL5evXoJy4cPH9Z77rLk5GRlb1pt+8vM399feCq6VKlSWLt2LSpVqpTlsUaNGoXBgwcrl5OSkrB+/Xq96mkO9erVw88//6yzx2/jxo3RrVs3oezIkSMA0t+v6nCLqkaNGiXMaZiSkoJjx47p3Ca3v4Pu3bujRYsWWe47g42NDcaNG4cePXooy2JjY7M9XKql/WYAufebrTqv24gRI5Q91fXh4+OT5X2RpXB3d8fKlSuVTwFp4unpic8++0woO3XqFJKTk9GwYUPMmzfP4L9XfYZqHDx4MOrVq5flehkcHBwwa9YsNG7cWFn27NkztaefTGXNmjXCMJA1atTA8uXLdX62QPrv57Rp09C2bVtlWXh4uNa58VTPz379+hn01EfZsmVNOroF5U3MI+jGPALzCMwjMI9gTswj5BzzCOosNY9gDdcAa7pvYoxtfIyxjSe3Ymwyj3zXOL9161ZhWdcwFKpGjRqFMmXKmKJaFkM1CB43bhwqVqyo9/aDBw9G2bJllctHjhxBRESE3tvb29vj22+/1Xv9Fy9eYP/+/cplJycnzJo1K8sh3jI4ODjgq6++EspUz5Gs9O7dG3Xq1NFr3X79+gnLqnMCq1KdD6RcuXL47rvvDKqfLpbw+eUWd3d3fP7553qt26FDBxQtWlS5nJKSgrt37xq9TpnnuXF3d9c6d05+sn37dmFOovLly2P48OF6bdu9e3c0aNDAoOO5uLio3cxlHu5bl82bNwtzo7Vt2zbLm6PcsHnzZmF40nbt2uGDDz7Qe/s6deoIv4uvX7/WGlzUrl0bVapUUS4nJCTgwIEDeh3n+PHjwnBbXl5eWhtLZFlWmwfwm2++MWiYswkTJgjB1Y4dO4RzzZJMmzZNr+uwpoSph4cHxo4dm+W2tra2aueFrt8ka/oORo4cKSz/+++/Bu/DEn8zcvM3W3UeNtVhgPOSTz75RK9r93vvvQdHR0e18u+++06vhiDVv1fV5IyxSJKEESNGCGWqiTFTiI+Px+bNm4V6/Pjjj1nO9Zx5/SlTpgjnM89PsiTMI+jGPALzCMwjMI9gTswj5BzzCJpZYh7BGq4B1nLfxBjbNBhjG0duxthkHvmucV71xuDDDz/Ue1sHBweL6M1oKhERETh79qxyuUCBAujTp49B+7Czs8N7772nXFYoFLh8+bLe27dt29agm6SDBw8K8228++67Bt/UNmnSBJ6ensrly5cvK+d000f//v31Xrd+/frC8pMnT7QeKzk5WXj6AEifm8SYvRst4fPLLd26ddP7KQFbW1u13ogZ84kZU+Yb/PDwcLx8+dLox7A2x48fF5b79Omj93xBALJ8Wlifbfz8/JCQkKBzm+TkZOzevVsoM+RaYEqqvcgz9/TWV8b8SBkyz7WmqmfPnsKy6ueijep6PXr0UM7vpOrWrVvC36CXlxfatWun13EyuLq6omXLlsrl6OhoYZ46S1GjRg3UqFFDr3Vr1aqlVta1a1dhrmVDttd1nbOm76BSpUpCguLatWsG78MSfzNy8zdb9SmBrBoBrJWtra3aNUwbJycnVK5cWSirWbOm3nPkqv696boHzCnVJ1Wz8zdgqNOnTwuJ0gYNGqB69eoG7aNcuXLCkyf3799HZGSk2nr55fwky8I8gnbMI6RjHoF5BOYRzId5hJxjHkEzS8wjWMM1wFrumxhjGx9jbOPJzRibzCNfNc4/fvxYOKFtbW3VhgfLiqE/4tYkICBA6L1Zv359FCxY0OD9qF4k/vvvP723bdKkiUHHUr3RM2T428wyX/Sjo6P1DqBcXV3h7e2t93Hc3d2FH2OFQiH0TM3s+vXrSExMVC7b2Nigc+fOeh9LH+b+/HJT5uFn9KHaS1O1h6MxZA7cFQoFJkyYgKCgIKMfx1okJCTg/v37Qpmh19y2bdvq3cM1Q5UqVYTzIyYmRi0wVXXgwAHhZqZs2bJo3ry5Qcc1hcjISOEzdHR0NPjcB6DWOHz16lWt63bt2lUYvu7y5ct4+vSpzv2HhoYKQ0BJkiQMRa7q0qVLwnLz5s21BuC65OT3Kbc0bNhQ73VdXFzg6uqa7e29vLyEZV3XOUv5DpKTk3H37l2cOHEC+/btw7Zt27B582a1f5nPyVevXhkcoFnib0Zu/marJpaXLVum1xBx1qZq1apqf0O6lCxZUljOyd+rQqHQe/jOzBISEnD9+nUcO3YMe/bswdatW9XO/8xPfwAQhsEzFdVrRHbPz8zXCFmWcf36dbV1VM/PnTt3YtOmTRbZqEN5A/MIujGPkI55BMMxj5A9zCOImEfIOeYRdLO0PIKlXwOs6b6JMbbxMcY2ntyMsck87LJeJe9QHU6qYsWKeveAzVChQgU4OzsjPj7emFWzCKo9fpKTk4WhM/T18OFDYTk0NFTvbatWrWrQsVQvJoGBgdmqs2qPodDQULWeW5p4eXkZfGNXsGBBxMTEKJdjY2M1zmOjOhRL5cqVDfpx04e5P7/cVKpUKYPWV00oZefHPSv9+/cXepNeu3YNHTt2RKtWrdC+fXs0bdrU4Hpbs/v37ws9Vp2dnQ2aQxZI73VZvnx5tetQVgYOHCjclG/ZskXnEz+qQ9b1798/W0GesV2/fl1IjhYqVAjbtm0zeD+qDRy6ruMeHh5o1aqV8LTCrl271OaOyszf318YCq5x48Y6hy1T/X2KjIzM1rVKtYe7Ib9PuUW1wTwrzs7OQtLPkGuG6lBY2pK8gHm/g6ioKPj5+WH//v24deuWcJ3QhyzLiImJgZubm97bWOJvRm7+Zrdp0wbFixfHq1evAKQPpzZx4kRUrlwZnTp1QqtWrVC9enUhoWaNsvP3ltPtM/+9xsXF6XVv9+rVK+zcuRMHDhzAgwcPDG6ENkXDgCrVa0RwcHC2zs/g4GBh+fXr12rr1KpVCzVr1lQ+bZKWloZZs2Zh1apV+OCDD9CqVSvUqVNH71FEiLLCPIJuzCO8xTyCYZhHyB7mEUTMI+Qc8wi6WVoewdKvAdZ038QY2/gYYxtPbsbYZB7W/dduoMy9tgDD/9iB9F7HJUuWNPiGzRqEhYUJywEBAQgICMjxft+8eaP3uoYkzhUKhdo8dKpz3WWX6rmijaZgOCuqvXG1zVWk+t6MPd+OJXx+ucnQOZhUvydTPI3Vpk0b9OvXT5jvJTU1FcePH1cGKCVKlEDdunXRuHFjNG3aFJUqVTJ6PSyFpmt0dgLVUqVKGXyNbt++vXCTfPPmTdy8eVMY+ifDvXv3cOXKFeWyg4OD3kM2mZrqdTwsLAwzZszI8X6zuo736tVLCKr9/f0xceJErXNEqQ5Fl9Xnp/q+jh49iqNHj+rcRh+G/D7lFkN/V1SvVYY8qab6/ei6zpnrO9ixYwf+97//5fh3JS4uzqB7DEv7zcjt32xHR0f8/PPPGDlyJJKTk5XlDx48wOLFi7F48WI4OzujZs2aaNCgAZo0aYKGDRsaNHyoJcjp31tOz5Os5quUZRnLly/HH3/8keUwqbro6nhjLKrXiB07dmDHjh053q+2a8S8efPw4YcfCq8/f/4cy5cvx/Lly+Hg4IDq1aujfv36aNKkCZo0aWJwUpAoA/MIujGP8BbzCDnDPIJ+mEcQMY+Qc8wjGMbceQRLvwZYy30TY2zTYIxtPLkdY1Puy1fD2mfuZQwY/seeITuBlDUw1R+mIRc61d5Surx580bo2WlMmYeB08WUPVxVf8iN3dvdEj6/3GQJvZE1mTlzJqZOnar1evTy5UscPHgQs2bNwvvvv48uXbpg06ZNwo1cXmHOa7SdnR369esnlGnrjaha3rFjRxQuXNjgY5qCua7jvr6+KFKkiHI5JCQE58+f17ju9evX8eDBA+Wyi4uLMMeoJqZ6X3nxWmWqa505voOlS5fi22+/NUqi1tDEqKX9ZpjjN7tp06b466+/tM73Fh8fj4sXL+KPP/7A0KFD0aJFC8yYMcOihlTMiqX+vWX47rvv8Msvv+QoaQDAZOdOZqZqUNF2flauXBnbt2/XOuRqcnIyrl69itWrV2P06NFo1qwZvvzyS7PPEUrWiXkE3ZhHeIt5hJzJi/fmpsI8wlvMI+Qc8wiGsYRrlSVfA6zlvokxtmkwxjae3I6xKfflq8Z5Vdn9Y8+NPz5zSElJMXcVDGLK+lrid2zsH6f89vlZKkmSMHToUBw/fhzTpk1Do0aNdA7Deu/ePeXNdV6fIya3r9H9+vUTeqT+/fffakFFfHw89uzZI5QNGDAgW8czBXNdx+3t7dG1a1ehbNeuXRrX3blzp7D8/vvvZ/k0o6kCSF6r9Jfb38GlS5fw22+/CWUODg744IMPMGvWLGzduhUnT57E5cuXcfPmTQQGBgr/8tpQnub6za5VqxZ2796NFStWoEuXLihatKjWdaOiorB582Z06tQJy5cvN0VV8xU/Pz+1XvHOzs7o1asX5s2bh+3bt+Off/7BlStXcOvWLbW/gdxmqnNU1/lZrlw5bNiwAZs2bULfvn3V5ivMLOP3u1u3bvjpp5+sLu4hy8I8gsja/p7yWxzMPELexDyCdswjGI55BMNYwrXKmq4BlnrfxBg7/2GMnc4SrmGULl8Na6/a40r1ZklfppgzyhKoDgU3ceJEfPrpp2aqTdbc3d3Vyk6dOoUSJUrkfmVMQPX9GbvHZ17//KyNm5sbBg0ahEGDBiEpKQnXrl3D5cuXlf9U51kKCgrCkCFDsHnzZvj4+Jip1vrR94lVc1+jPTw88N5772Hfvn0A0nt5+/v7Y9CgQcp19u3bJ+zf29sb9evXz9bxTEH1Ov7OO+9g7dq1uXLsXr16Ccc6evQoYmJihO81KSkJ+/fvF7bTZyg/1evVzz//jG7duuWovmSY3P4OFi5cKCx7e3vjjz/+0LvRPTeGGMtN5vzNliQJrVq1QqtWrQCkzwmc8dsUEBCgNn9ZSkoKFixYgISEBEycONHk9cuLZFlW65zStGlTLFy4UK8nrMxx/ru7uwvzb27atAkNGzbMlWM3bNhQeazg4GAEBATgypUrCAgIUBsKU5ZlrFu3DlFRUfj5559zpX5k/cx9j2rpmEewLMwj5C/MI5j/Gs08Qs4wj5AzlngNMPffpL4YY+cvjLHJEuWrJ+dVL7ovXrwweB8KhQIhISFGqpFlyTyUEACLHzLFwcFBbW5dS6+zIVS/j2fPnhl1/3n987Nmjo6OaNy4MT755BOsXLkS//77L5YvXw5fX19hvfj4eMyaNcukdVGd6yuruXs0iY6O1ms9Tdfo7PTme/78ucHbZPjwww+F5S1btuhc7t+/f7aPZQrmvI5XrVpVmFsvMTERf//9t7DO0aNHhfOhYsWKqFevXpb7Vr1R5rUq9+XmdxAeHi7Mx2hra4vff/9d74b51NTUbCcALJUl/WZXqlQJffv2xbx583Ds2DHs378fI0eOVBtSeNmyZXj06JFZ6mjtbt68KcQprq6uWLRokd5Dn0ZGRpqqalqp1k01oZRbSpcuje7du2PWrFnYv38/jh8/js8++0ytfv7+/lqHTSVSxTyCbswjWBbmEfIv5hHSMY9gOOYR8gZLuQZYy32TJf2eMcY2PcbYZInyVeO8t7e3sPzo0SOD55d4/PixWq+zvEK1x1xAQICZaqI/1TlaLl26ZKaaGF+NGjWE5QcPHugdnOgrL39+eYmDgwN8fX2xfPlyfPnll8Jrly9fzlEQmRXVG1VDr39v3rzRu3dhlSpVYGf3dkCX+Ph4PHnyxKDjJSQkGLxNZg0aNBD+Lu7fv6+8Fl6/fh23bt1Svubs7Kw2BJu5qf5NBwcH52oiWLX3+u7du4Vl1SHq9OntDqi/L2v4fcprcvM7uHfvnvCkTJ06dVC2bFm9t799+3a2EoCWzlJ/sytVqoQvvvgCu3btEua1TUtLU3vChfSjOmSer6+v2hNNuty4ccPYVcqSpZ6fpUqVwpgxY7Bv3z6ULl1aeE11eFkibZhH0I15BMvCPAJlYB5Bf8wjMI+QF5nrGmBN902W+nvGGNv4GGOTJcpXjfMVKlQQ/ujS0tJw8uRJg/Zx7NgxI9fKcjRv3lxYfvbsmXADaYmaNWsmLB88eNBMNTG+OnXqCPMnybKMvXv3GvUYefnzy6uGDx8OT09PoUzbvDe2trbCcnYaq1SHozL05t2QGwcnJydUqVJFKDP0mnv8+PEcN8oNHDhQWN68ebPw3wxdu3aFi4tLjo5lbGXKlEGZMmWEstz8u+7cubMwz9nVq1eVQwq/evUK586dU75ma2ur95Byqr9PAQEBCAsLM0KNSV+5+R1EREQIy15eXgZtf+LECWNWx2JY+m92hQoV0K9fP6FM17xsqr9R+g5dmh+Y428gp9+H6vl5/PhxJCUlGVwPU/Hw8MCIESOEMnPMG0jWiXkE3ZhHsCzMI5AmzCPoxjwC8wh5XW5eA6zpvsnSf88YYxsPY2yyRPmqcV6SJLWhXP766y+9t09OTsb27duNXS2LUbJkSdSuXVsoW7RokZlqo5/33nsPkiQplwMDAy3uhzS77O3t0a5dO6Fs3bp1SExMNNox8vLnl1dJkqQ2tLO2HqiqAV925mvy8vISkjvR0dG4f/++3turDt+WldatWwvL27dvR0pKit7bG3JN16ZLly5CIHHo0CE8efJErXfqgAEDcnwsU3jvvfeE5ZUrV+ba3Ehubm5o3769UJbR693Pz0+4EW3ZsiWKFSum137r1KmD4sWLK5dTUlKwdOlSI9SY9JWb34G9vb2wbMjTXrGxsQZfd6yFNfxmqz6ZrOtpB9UnqvLqXMzZkZO/gZCQkGw9TZHT76NVq1bC/UJERAQ2btxocD1MyZDzkygz5hF0Yx7BsjCPQJowj6Ab8wjMI+R1uXkNsKb7Jmv4PWOMbRyMsckS5avGeQBqvY0uXryody/i5cuXG32+LkszduxYYfnkyZNYt25dtveXnXmeDFG5cmW8++67QtmMGTNy9D2Zus6GGDlypLD89OlTzJ4922j7z+ufnyXLbq/s1NRUte/Hw8ND47pFixYVloOCggwKUIH0Xn7Vq1cXynbs2KHXtocPH8bp06cNOl7fvn2F+emePHmCVatW6bWtn5+fUYYpK1CggDBMWkpKCj755BMhoVWvXj21ITwtxccffyzMSxUWFoYpU6bk2t+m6hBz/v7+SEtLUxuKrlevXnrv097eHqNHjxbKNm/ejCNHjmS7nrxWGSY3v4MSJUoIy5cvX9Y7iJk1a5Zaj+i8Ijd/s1NTU7O1P9X571SfzshM9Tcq4+kYgpBEBIAzZ87odd+QlpaGr776yuDfeiDn30eRIkXUks2//fYbrl69anBdMpjz/CRSxTyCbswjWNa9JfMIeRfzCJoxj5BzzCPox9zXKmu5BljLfRNj7PyDMXY6c1/DSJTvGucbNmyIxo0bC2Xfffcdzp8/r3O7HTt24Pfffzdl1SxC69at0aJFC6Fs7ty5+PXXXw36EYmMjMSyZcvUho80hc8++0y4gYyMjMTAgQNx4cIFg/Zz48YNfPnll9iwYYOxq5htPj4+asM1bdu2DVOnTtV7vp7bt2/rnFMzL39+luzevXvo1q0bdu/ebdBTDL/99pvQ8OTs7IxatWppXNfT01O4aYuPj4efn5/BdVXtQb1p06Ysh5k7deoUvv76a4OP5eXlhe7duwtlv/32G/z9/XVu988//2DatGkGH0+bDz/8UOg9q3oz3L9/f6Mdy9iKFi2qFoAePnwYn3zyCSIjI/XeT3JyMvz9/dGjRw+DGjubN2+OkiVLKpdfv36NRYsWCXP4FS5cWO3phqz06dMHVatWVS4rFApMnjwZGzduNOjm8uXLl1iwYEG2zs/8Lre+g+rVqwu99ePi4jBjxgydQ4ClpqZixowZWV4rrF1u/WYPGzYMP//8s0FDkN68eVPtCYcmTZpoXV81Ybt9+/ZsJyzymsaNGwu/QUFBQfjtt990bhMfH4/x48fj4sWL2Tqm6vfh5+dn8JPlI0eOFJ5kSkpKwogRIwx+yuDRo0eYOXMm5s+fr/H1r7/+GtOnT8eDBw/03mdwcDBWrFghlOk6P4lUMY+gG/MIlhUHM4+QdzGPoBnzCDnHPIJulpJHsJZrgDXdNzHGzh8YY+uOsck87MxdAXP48ccf0bVrV+WPWGJiIj7++GP06dMH/fr1Q7Vq1WBjY4OUlBRcuXIFGzduxOHDhwEArq6uKFq0KB4/fmzOt2BSCxYsQN++ffH06VMA6Tcuf/75J/bu3Yv+/fujWbNm8Pb2FoYDiYqKwr1793D79m2cPHkSly5dQmpqqtq8T6ZQoUIF/O9//8O4ceOUN1avX7/GkCFD0KJFC/To0QMNGjRAiRIllBfhtLQ0vHjxAoGBgbh8+TKOHTumfL+W1ot1xowZuH37tjAE2K5du3D69Gl89NFH8PX1ReXKlZXzmCQmJiIwMBABAQE4dOgQrl27hh49eqBr164a95/XPz9LdvfuXUyZMgWzZs2Cr68vmjdvjho1aqBSpUpwdHRUrhcREYHLly9j06ZNajeyvXv3Fm4iVbVp0wbbtm1TLk+bNg2HDx9GnTp1ULhwYaF3ecGCBTWeJ926dcPixYsRExMDIL0H+MiRIzFy5Ej06NFDOU9PcnIyLl++jO3bt2P//v2QZRlly5ZFXFwcwsPD9f5cvv76a/zzzz/KucAUCgW++uornDhxAoMGDULdunVhZ2eHtLQ03Lp1C9u2bcOOHTsgyzLs7e1RtWrVHM9zWbZsWbRs2RL//POP2mvu7u7o1KlTjvZvaqNHj8bt27dx6NAhZdmJEyfQrl079O7dG23atEHt2rWFIZYSEhLw8OFD3L17F2fPnsWpU6eyNYydjY0NunXrhj///FNZtmzZMmGdLl26CHPK6cPBwQFLly5Fnz59lMmB5ORk/PDDD9i8eTMGDBiAJk2aoGLFisrroSzLCA8Px71793Djxg2cOHECV69ehSzLBgf1lHvfgZ2dHXr37o21a9cqy/bu3YuQkBCMHj0ajRs3RoECBQAAoaGhOHXqFFauXKm8Nytfvjzi4uIQGhpqug/DTHLrNzs6OhqrVq3C6tWrUatWLbRr1w61a9eGj48PihQpolwvKSkJgYGB2L9/PzZv3iwkiIoXL672FEJmbdq0wfLly5XL//77Lz744AO0adMGJUuWVLtGtG3bVq23e17l4eGB9u3bC0/1LFu2DPfv38fw4cNRp04d5X348+fPcezYMaxcuRKvXr0CADRq1MiguVoBwNfXFzY2NspOMI8fP0anTp3Qrl07lC1bVrgvAaD8W8+sSJEiWLJkCQYNGqScCy8mJgafffYZ1q1bhz59+qBRo0YoW7as8vxUKBR4/fo1AgMDce3aNRw7dgx3794FoD53a4aEhATs27cPW7duRdWqVdG+fXvUrVsXPj4+KFasmHLfKSkpePjwIY4ePYp169YJQxc6Ozsb9OQVEcA8QlaYR7CsOJh5hLyLeQTNmEfIOeYRrCOPYC3XAGu5b2KMzRibMTaZS75snC9Xrhzmz5+PSZMmKXsPKRQKbN26FVu3boWtrS1cXFwQHR0t9KKTJAk//PADNm3alKeDand3d6xatQqffvop7t27pyx//vw5FixYgAULFgBI//G1s7NDbGxstofVMZb27dtj7ty5mD59uvJCBaQPUXLmzBkA6cNqFSpUCMnJyVY1x6SzszOWL1+O0aNHC99HaGio8vuQJAmurq5ISUnJ1nvLy5+fNYiPj8eBAwdw4MABZVmBAgXg5OSExMRErU83VKtWDZMnT9a576FDh2LPnj3KmzlZlvHPP/9oDBZLlSql8Yba3d0dU6dOxTfffKMsS0hIwKJFi7Bo0SI4OTnB3t5ebb6eQoUKYfHixfj000911lHT8RYvXowRI0YIQV3GZ2RjY4NChQppvPZ8/vnnCAwMzHFQDaTfsGj6nHr27Kl2A2VpJEnCvHnzIEmSMF9WXFwc1q1bpxxmtECBAihQoADi4uKyNUSTNj179hSCatUe6dltEClTpgxWrVqFcePG4cWLF8ryBw8e4IcffgCQ/t4LFSoEIH0+J11PW5Phcus7GDNmDI4cOSL0Kg8ICEBAQABsbGzg6uqKhIQE4TcLSJ8f77fffjP4umNNcvM3W5ZlXL9+HdevX1eW2dnZwcXFBQqFQuv36+joiHnz5qnNsZZZ/fr10bhxY6EX+pMnT7BmzRqN61esWDHfJA4A4Msvv8S///4r/LYeP34cx48fV34Hmq7dxYsXx/z589XmecxKyZIl0b17d2Ho0JcvX2LTpk0a158zZ45a4gAAateujaVLl2Ly5Ml48+aNsvzq1avK4fcy/oZTU1MRFxeXo6H17t27J9wfZ9wjANAao9jY2GDGjBnC01lE+mAeQTfmESwL8wh5H/MI6sdjHiFnmEewrjyCpV8DrOm+iTF2/sAYmyxNvhvWPkOHDh3w22+/KX94M0tLS8ObN2+Ek9je3h4//fQTOnbsmJvVNJsyZcpg27Zt6N27t7LnoKq4uDi8efNGa0AtSRK8vb1NWU1B9+7dsWXLFq3HTEtLQ1RUlM4fUBcXF5QpU8ZUVcw2Ly8vbN68GZ07dxaGYMkgyzLevHmj9b1p2kZVXv78LFFW30liYiIiIyO13ky3b98eGzduhJOTk879VKpUCb/++ivc3NyyXVcgPQiaMGGCxtcSEhLUAurixYtj7dq12X4Con79+li5cqXGuZQUCoXatUeSJEycOBHDhg3L1vE0adWqldr5LEmSRQ9Fl5mTkxN+++03TJ06VRgiPLPExERERUXpDKgrVqxocBKhXLlyaNiwocbXatSokaMnY2rUqIGdO3eiffv2Gl+XZRnR0dGIjo7WGlDb2dnlyhNZeVVufAeFCxfGsmXLUKpUKbXXFAoFoqKi1BrmPT09sWbNmnzx5JWpf7N1/UalpqYiKipK6/fr5eWF1atX45133sniXQC//PIL6tevn+V6+VG5cuWwdOlSuLu7q72W8R2oXrsrVqyIDRs2oESJEtk65rRp09CuXbtsbZtZixYtsHPnTjRq1Ejj6xl/w7GxsVqTBo6OjhoTE4Du8zPjHkFbjFK4cGEsWrRIbbhnIn0xj6Ab8wiWhXmEvId5BN2YR8g55hEsO49gbdcAa7pvYoyd9zHG1h5jk3nkyyfnM7Rv3x779+/HL7/8gkOHDmm8uNrY2MDX1xeTJ08W5qjJD5ycnDB79myMHj0aq1atwokTJ5RDeWjj4OCAunXromXLlnj//fdRunTpXKptuurVq8Pf3x/Hjx/HX3/9hYCAgCzn4PHw8EDTpk3Rpk0btG/fXjlUrqVxcXHBggULMHz4cCxfvhxnzpxRDg+miYODAxo0aIDOnTujc+fOeh0jL39+lsbHxwf79+/HiRMncO7cOVy7dg2xsbE6t3FwcICvry8GDhyo1w1ZhrZt2+Lw4cP4+++/ce7cOdy/fx8RERGIj4836GmVsWPHol69evjll19w48YNjes4Ozujd+/eGD9+PFxdXfXetyb169fHgQMHsGjRIvj7+wu9AzNr3LgxJk6cqDWIyy4bGxs0b94cW7ZsUZY1a9YM5cqVM+pxTG3o0KHo2bMnNm7ciP379wtDW2qSkRBt1qwZOnbsiDp16mTruD179kRAQIDG8pzKGNbpzp07WL16NU6fPp3lPHjOzs5o2LCh8vfJw8Mjx/XIz3LjO6hSpQp27dqFJUuWYMeOHVqDYHd3d/Tq1QtjxozJ8XXHmpjyN3v9+vXKJyMCAgL0mhfPx8cH3bt3x4ABA/S+F/D09MSmTZtw5swZHD58GLdv38aLFy8QFxeH5ORkvfaRlzVq1Ah+fn5YtGgR9u7dqzUBWqxYMQwcOBDDhg3L0RNZzs7OWLp0KQICAnDgwAHcunULz549Q1xcnEFzWgLpDXQbN27ExYsXsW7dOly4cCHL+xw3Nzc0btwYvr6+6Nixo8YkHgDMnz9fOWxqQEAAHj9+nOWTAeXLl0eXLl3w0Ucf5avrBJkG8wi6MY9gWZhHyFuYR8ga8wjGwTxCOkvLI1jjNcCa7psYY+d9jLE1x9hkHpLMMQ4ApPfYvHjxIkJCQhAZGQknJyeULl0a9evXF+b9yO+ePHmCwMBAREVFISoqCpIkoWDBgihatCgqVKiAChUqGDz/jyklJyfjxo0bePHiBaKiohATE4MCBQrAxcUFXl5eqFixonKeK2uTlpaGGzduICgoCBEREYiLi4OzszPc3d1RoUIFVK1aNcuekFnJy5+fpVEoFHjy5AmePXuGkJAQxMbGIiUlBc7OznBzc0OlSpVQtWpVi0lavHjxAleuXEFYWBji4+Ph6uqKSpUqoX79+iYZqi0lJQUBAQEIDg5GeHg4HBwcULJkSdSvX99kQzClpqaidevWwrzVv//+Ozp06GCS4+WW8PBw3LhxA+Hh4YiMjERqaqryPCtfvjwqVaqktYe8pZJlGffu3cOjR48QGRmJ6Oho2NraomDBgihWrBgqVKiAcuXKwc4uX/dJNClTfwdJSUn477//8OjRI0RHR8PGxgZFihRBlSpVULNmTa1P5+UnpvzNDg8Px6NHjxAcHIyoqCgkJCTAwcEBLi4uKFWqFHx8fDQ+oUTGExsbiytXriAoKAjR0dGws7ODp6cnvL294ePjo9fTjeaUlpaG27dv49mzZ8qnQhwcHFCwYEGUKFECFStWROnSpYX5K/X15s0bPHz4EMHBwYiIiEBCQoLy+uPl5QVvb2/er5LJMI+gH+YRLAfzCHkL8wi6MY9gPMwjWCZruwZY230TY+y8jTE2mRsb54mIiDQ4ePAgJk6cqFwuVqwYTpw4YdGBGRERERERERGZB/MIREREpA92myAiItJg48aNwnK/fv0YUBMRERERERGRRswjEBERkT7YOE9ERKTiwoULuHTpknLZ3t4e/fv3N2ONiIiIiIiIiMhSMY9ARERE+mLjPBERUSZhYWGYPn26UNarVy94eHiYqUZEREREREREZKmYRyAiIiJDcM55IiLKt2JjY7F3714AQGJiIp48eYJ9+/YhNjZWuY6zszMOHjyI4sWLm6uaRERERERERGQBmEcgIiKinOKkN0RElG9FRUVhxowZOtf56quvGFATEREREREREfMIRERElGMc1p6IiEiLkSNHYsCAAeauBhERERERERFZAeYRiIiIKCt8cp6IiOj/2dvbw9PTE/Xr18eAAQPQsGFDc1eJiIiIiIiIiCwU8whERERkKM45T0REREREREREREREREREZGIc1p6IiIiIiIiIiIiIiIiIiMjE2DhPRERERERERERERERERERkYmycJyIiIiIiIiIiIiIiIiIiMjE2zhMREREREREREREREREREZkYG+eJiIiIiIiIiIiIiIiIiIhMjI3zREREREREREREREREREREJmZn7B1GRkYae5dkApIkwd3dHQAQFRUFWZbNWyHKF3jekTnwvCNz4HlH5sDzjsyB551pFC5c2Kj7Y5yev/DvkqwFz1WyJjxfyVrwXCVrwXOVrImxY3Q+OU9ERERERERERERERERERGRibJwnIiIiIiIiIiIiIiIiIiIyMTbOExERERERERERERERERERmRgb54mIiIiIiIiIiIiIiIiIiEyMjfNEREREREREREREREREREQmxsZ5IiIiIiIiIiIiIiIiIiIiE2PjPBERERERERERERERERERkYmxcZ6IiIiIiIiIiIiIiIiIiMjE2DhPRERERERERERERERERERkYmycJyIiIiIiIiIiIiIiIiIiMjE2zhMREREREREREREREREREZkYG+eJiIiIiIiIiIiIiIiIiIhMjI3zREREREREREREREREREREJsbGeSIiIiIiIiIiIiIiIiIiIhNj4zwREREREREREREREREREZGJsXGeiIiIiIiIiIiIiIiIiIjIxNg4T0REREREREREREREREREZGJsnCciIiIiIiIiIiIiIiIiIjIxNs4TEVG+p1DISEmRzV0NIiIiIiIiIjIRWZaRmCjjzRsZycnMARAREZF52Jm7AkREROZyKUCG3x4Zl68AsbFAyRIy6tUD+veVULGCZO7qEREREREREVE2vXwp4/y/wH9XZTx6DLx4ASQnv33dxUVGmdJAxYpAowYSmjQGChViLoCIiIhMi43zRESU76SlyfhzuYzNW8XykJdAyAHg8BEZQwYDgwcCdnYMzImIiIiIiIisgSzLOHMW2LErvSO+LrGxwJ276f/+3i/D1haoW0dGq5YSOrQHXNlQT0RERCbAxnkiIspX0tJkfPe9jNNntK+TmgqsWpPes37GNMDWlgE5ERERERERkSW7dVvGb4tl3L6Tve3T0oDLV4DLV2QsWQq0bydj0IcSypZlToCIiIiMh43zRESUr6xeq7thPrMTJwE3VxmffwZIEoNxIiIiIiIiIkuTlCRj+UoZ23YAspGmkk9OAfYfBA4cktHaV8ZHg2zQuJFx9k1ERET5GxvniYgo3zh3Xsa6DWKZnR3w0SAJtWoC5y/I2LkLSFO8fd1vD1C2LNC3d+7WlYiIiIiIiIh0CwqWMe17GQ8ean7dxQVo1hSoW1dCubKAR1HA0RGIiwNevQYePQYCLsu4ciW9QV6VLKd33D9xUgHfltEYPcoJ5cqa9C0RERFRHsfGeSIiyhfi42XM/VkhlNnaAgt+ltCgfvpT8Y0aSninqYyvpspIyRSU/7FMRv16QOVKfHqeiIiIiIiIyBJcviLjm2ky4uLUXyvlBQwdIqFta8DRUT2W9/AAypUDGjcC+veVEB8v49Jl4Oix9NH2UlPV93nqdApOnU7BO02BkcMlVK3CHAEREREZzsbcFSAiIsoN6zYkIDxCLBs75m3DfIZGDSVM/1YsS0kBZvwgIynJSOPjEREREREREVG2HTsu4/Ov1BvmHeyB0SMlbFovodN7ksaGeU2cnSX4tpTwwwwb7N4uYfAgoGBBzeuevwB8PFLGtBkKPH3KPAEREREZho3zRESU54WHK7B6bYJQ1rgR0EfLUPVtWkvo31cse/IE2LzVNPUjIiIiIiIiIv2cOClj5o+y2tPt5csDq1ZIGDxQgp1d9p9qL1xYwugRNtixRcLI4RLcXLXVAxg8TMZPcxUICWEjPREREemHjfNERJTnrVydgPj4t8uSBHw6RoIkaQ/WR42QUKWyWLZhk4xXrxlwExEREREREZnDxUvpDfMKcdY6+LYCVvwhoUJ54w01X6iQhCGDJezYKmH8pxKKFlHft0IB7D8IDBgs45eFCoSFM2dAREREurFxnoiI8rS4eBm7/JKEsvfezXr+eAcHCd98LcEm0y9lUhKw5A8G2kRERERERES57dEjGd9OV39ivmd3YNb3EpycTDMHvJOThP79bHDg78KYON4JhVzU10lNBXb5Af0+lLF0mQJv3jB3QERERJqxcZ6IiPK0w4dlxMa+DYolCRg2RL+AvUoVCV07i2XHTwCB9xhkExEREREREeWWqCgZX38rI0GcsQ7duwGfTZRga2uahvnMCjpLGDXCGdu32OCjQYBTAfV1kpKAvzYDfT+U8ccyBV5z9D0iIiJSwcZ5IiLKs2RZxo7dYiDcvBlQykv/oH3kcAmFColla9YxuCYiIiIiIiLKDWlpMr6fJSMkRCxv1waYPFH3lHWmUKiQhFEjbLBts4S+vQF7e/V14uKATZuBPv1lfD9LgZu3ZMgycwlERETExnkiIsrD/rsKPHkilvXqYVjQ7uYm4cP+4jZnzgJ3AxlUExEREREREZna2vUyLl8Ry6pXA76ZIsHGJncb5jMrXFjChHE22LJJQpfOgK2GTHuaAjh2HBgzVsaQj2Vs2y4jKor5BCIiovyMjfNERJRnHTwkBrxlywINGxi+n149ADdXsWztegbTRERERERERKYUcFnG2vVimacHMOdHCY6O5muYz6x4MQlff2GDTesldGifPp2eJo8eA4uWyOjeW8bkLxXYsUtGSAhzC0RERPmNnbkrQEREZApJSTJOnRbLunXO3nB3zs4SBvQH/lz+Nmg+cxZ4+lRGuXKWkQwgIiIiIiIiyktiYmT8NFdG5tHgbW2Amd9LKFrU8mLx0qUlfP+dhGEfydi2U8bBQ0Biovp6qanAxUvAxUsyFi4CSpaU4V0V8K4q/f9/00fxIyIioryJjfNERJQnXfg3fY63DJIEtGuX/eC2Z/f0+eJiYt6Wbdku4+svGDATERERERERGduvv8l4HSqWjR4loXYty47Dy5aV8MVnEkYNl7FnH+C/V0ZIiPb1Q0LS/5089bYXgoeHjFJeQCkvwMtLQqlSUC67uiJbDx4QERGRZWDjPBER5UlHjopDwzVqaAdPDxmynL0h45ydJXTvJmPDxrdlhw4BIz+WUaQIg2IiIiIiIiIiYzl7Tsbho2JZg/pA/77mqU92uLpKGPQh8GF/4Mp/wL79Mv75B0hOyXrbsLD0f9euA4CYx3ApCHh5yShTOn36vrJlJZQvB1QoD9jZMT9BRERk6dg4T0REeU5cnIxz58Wy9zs5AtAwnpwBevWQsGWrjJT/D6STU4BdfjJGfMzgl4iIiIiIiMgYEhJk/PqbeoP0N1Mk2NhYX/xtYyOhYQOgYQMJcXEyLl4Czp2Xcf4CEPXG8P3FxgH37qf/S5f+WRUoAHhXlVGjOlCntoT69QAnJ+v7vIiIiPI6Ns4TEVGec+Gi2BPdzg7o0N4BkHPWOO9RVMK7HWT8vf9t2S4/YNCHMgoUYMBLRERERERElFPrNsh4+UosmzBOQvFi1h93FywooU1roE1rCWlpMh49BgLvAYH3ZNy7B9x/ACQnZ2/fiYnpT9pfuw78tUWGvT1Qp7aMd5pKaNc2PadBRERE5sfGeSIiynPOnRd72DdpbA93NxtEReV83/36SPh7/9v9R0cD+w+mz0lPRERERERERNn36LGMzVvFsrp1gE4dzVMfU7K1lVClMlClMtD5/fSG89RUGc+CgOBg4PkL4PkLGS9eAM+fAy9fAmkK/fefkgIEXAYCLstY+gfQrJmMrp0lNG6UfmwiIiIyDzbOExFRnpKWJuPCBbGsta+D0fZfsYKEd5qmDz+XYes2Gd26MLglIiIiIiIiyi6FQsb8X2Skpb0ts7MDvpgsQZLyR7xtZyehYgWgYoWMkrfvOzVVxqvXwIsXQPBz4Nmz9Ib8p0+hNtKAqjQFcPoMcPqMjJIlgH59gc7vg6MAEhERmQEb54mIKE+5dRt4Ey2WtW5lb9RjDOgn4fyFt0/PP38BnD0HtGpp1MMQERERERER5RsHDgHXb4hlH/YHypdjAzKQ3nBfygso5QU0aghkbriPipJx5y5w67aMq9eAGze0P2Uf8hJYuEjGpr+AsZ8A7doi33R+ICIisgRsnCciojxFdUj7ShUBLy9box6jXl2galXg3r23ZTt3y2jVksEsERERERERkaESEmQsXyHG815ewJDBjLP14e4u4Z2mwDtN0z+v2FgZl68AZ87KOHEqfT56VaFhwIwfZPjtASZNACpX4mdNRESUG2zMXQEiIiJjOndeXG72jvGDS0mS0KeXuN/LV4AnT2UtWxARERERERGRNlu3A+ERYtlnEyU4OrLBODtcXCT4tpLw7VQb+O+U8MVkCVWral736jXg45EyVq+VkZbGvAYREZGpsXGeiIjyjNBQGY8ei2XNm5kmkG/bGnB3E8t27mYQS0RERERERGSIyCgZf20R4+kmjYF3mrBh3hgKFpTQvauEVcskLFkkoWED9XUUCmD1WhkTJ8sIDWVug4iIyJTYOE9ERHlGwBVx2aUgUL2aaY7l6CihSxex7ODB9KHjiIiIiIiIiEg/6zfIiI9/uyxJwJhRbJg3NkmSUKe2hF/nS/jpBwklS6ivc/UaMGyEjPP/MrdBRERkKmycJyKiPCPgshg81q8P2NqaLqDv3lWCTaZf0oRE4OBhkx2OiIiIiIiIKE95/kLGbn+x7N0OQJXKbJw3FUmS0KqlhI3rJAwbAtiqtBBEvQG+nipjtz8b6ImIiEyBjfNERJQnyLKMgMtiWcMGpg3mixeT0LKFWLZztwyFggEsERERERERUVZWrpaRmvp22d4eGDGMDfO5wdFRwvBhNvh9kYTixcXXFApgwa8ylq9UQJaZ4yAiIjImNs4TEVGe8OQpEB4ulmmaR83YevUQkwZBQVDrJEBEREREREREogcPZRw5Kpb17AGULMnG+dxUq6aENSvUHz4AgPUbgTnzZKSmsoGeiIjIWNg4T0REeYJqg3ixYkCZ0qY/br26QIXyYtnO3QxaiYiIiIiIiHRZu16MnQsWBD4ayIZ5c3B1TZ+HftgQ9df2HwSmfS8jJYW5DiIiImNg4zwREeUJl6+IQWLDBunzqJmaJElqT8+fOw+8CGHQSkRERERERKTJo0cyTp4Sywb0k+DmxsZ5c5Gk9GHuv/xcgo1Kq8Hps8C302QkJzPXQURElFNsnCciIqunUMi4dl0sa1g/9wL6dzsALgXfLssysNuPASsRERERERGRJus2ijGzS0Ggd08zVYYE3bqkP0Xv6CiWn7sAzJotIy2N+Q4iIqKcYOM8ERFZvcdPgJgYsaxOndw7vrOzhPc7iWX79gOJiQxYiYiIiIiIiDJ7+lTG8RNiWZ/egIsLn5q3FC2aS/jlfxKcnMTyk6eAXxbKkGXmO4iIiLKLjfNERGT1VJ+aL1kCKF4sd4P6Ht3F48XEAEeP5WoViIiIiIiIiCze+k0yMrftOjsDfXqzYd7S1KmtuYHefy+wag0b54mIiLKLjfNERGT1rl0Tg8LcfGo+Q5nSEpo2Ect27GJvciIiIiIiIqIMwcEyjhwVy3r1BFwLsXHeEtWqKWHubAn29mL52vXpOQ8iIiIyHBvniYjIqsmyjKsqT87XqWWeoL5XD/G4Dx4C12+YpSpEREREREREFmfDXzIUirfLTgWAfnxq3qI1qC/h++8k2Ki0JCz6XcaFf9lAT0REZCg2zhMRkVV78QIIDxfLzPHkPAA0aQyU8hLLdu1moEpEREREREQUFibj0GGxrEd3wN2djfOWrrWvhC8mi9+TQgHMmCXj2TPmPYiIiAzBxnkiIrJqqk/NFy4MlCltnrrY2EjoqfL0/Ml/0hMQRERERERERPnZtp0yUlPfLjvYA/37smHeWnTtLGH4MPH7io0Dvv5WRnQM8x5ERET6YuM8ERFZtZs3VeabrwVIkvmC+04dgQIF3i6npQH+exmkEhERERERUf4VFyfDf49Y1qkjUKQIG+etydCPgHZtxLKgoPQn6FNTmfsgIiLSBxvniYjIqt24JS7XMtN88xlcC0l4t4NY5r8HSElhkEpERERERET5k/9eIC7u7bIkAf37sWHe2kiShKlfS6haRSy/eAlYs455DyIiIn3YmbsCRERE2RUTI+PJE7GsRnWzVEXQq4eEPZmelo+IBE6cAt5tb8ZKWZDHjx/j8ePHCA0NRUpKCjw8PFCqVCnUqFEDNjbm7TeoUChw69YtPH/+HGFhYbC3t4enpycqVKiAChUqmLVuOZWUlIQ7d+7gyZMniI6ORlpaGpydnVG8eHGUK1cO5cqVM/vnT0REREREeU9KioztO8SG21YtgTKl2TifFUuMnwsUkDBnNjBiVBoiIm5Bll8AchjWrLWDhGJo17ai0ePn8PBw3L59G6GhoYiNjUWRIkXg6emJOnXqoEDm4QuNcJw7d+7g1atXiPv/3iSFChWCl5cXfHx84ObmZrRjERFR/sXGeSIislq374jL9vZQ671tDpUqSqhbR8bVa2/Ldu2W8W77/Jt4kGUZ/v7+2LFjBx48eKBxHU9PT3Tq1AnDhg2Dk5NTrtYvPj4ea9aswcGDBxEaGqpxncqVK6N3797o1q2bSaZOWLJkCTZs2KBWfuHChRzt9+7du9i0aRP++ecfJCUlaV2vYMGCaNCgAfr374/69evn6JhEREREREQZjh4DQsPEsgF8al4ra4ifd2xfg5TEA0hLFr/YlSvS/xkrfg4ICMC6detw5coVpKWlqb3u7OyMVq1aYdSoUfDy8srWMVJTU7Fnzx74+fnh3r17OtetW7cuevXqhQ4dOuhcL7N9+/bhxx9/zFbdAKBevXr4448/sr09ERFZHj4eRUREVuvmLbHnvXdVwMHBMgL8Xj3Eety8BdwNzJ9DvIWHh2PChAmYO3eu1sQCAISGhmL9+vUYPHgw7ty5o3U9Y7t16xYGDx6MDRs2aG2YB4AHDx5g7ty5mDhxIiIiIoxah7t37+Kvv/4y6j4TExMxb948DBs2DEeOHNHZMA8AcXFx+Oeff3D+/Hmj1oOIiIiIiPIvWZaxeasYC9epDdSsYRmxu6Wxpvg5KipM63o5jZ9TU1Px66+/Yvz48bh06ZLGhnkgvaPAwYMHMWjQIBw4cMDg4zx9+hQff/wxfv755ywb5gHg6tWrmDZtGiZMmGD0vAAREeUfbJwnIiKrdVNlvvkaNcxTD01atgA8PcSyXX75r3E+ISEBkydPxqVLl4TyYsWKoVmzZmjdujUqVqwovBYcHIyJEyfi6dOnJq/f48ePMWnSJDx//lwor1SpEtq0aYN33nkHnp6ewmsXL17E559/jsTERKPUITU1FbNnz9aabMiOqKgofPrpp9i9ezdk+e15Z2trC29vb7Ro0QLvvvsumjdvjrJly3I4eyIiIiIiMomLl4BHj8WyAf3ZMK+JtcbPzs4VIdm0hmTzDgDjxM/z58/H1q1bhXjWxcUFDRs2RLt27VCzZk3Y2toqX4uPj8esWbNw9OhRvY/x7NkzfPrpp2qN8o6OjqhTpw46dOiAtm3bonr16sKxMt7XhAkTEBMTY9D7IiIiAjisPRERWSmFQlYb1r6WBfW8t7OT0L0bsGLV20Dy6FHg09Ey3N0tp56m9sMPPyAwMFC57OzsjClTpqB9+/ZCg/DNmzfxww8/KBMK0dHR+Pzzz7Fx40ajzh+XWUbiI3MwXa5cOUyfPh01MvX0SEtLw9GjRzFv3jzEx8cDAO7cuYOffvoJs2bNynE91q9fj/v37wNI/3wyjpFdiYmJmDx5Mm7fvq0sK1SoEIYPH45OnTppnCMvJiYGFy5cwMGDB9lQT0RERERERrNjl9hJvVxZoFlTM1XGwllr/FyiRHUMHSEjMhKQ5TTIimNQpPwMIHvx844dO+Dn56dcliQJw4YNw6BBg+Ds7KwsDwkJwS+//ILTp08DSB+l4YcffkC5cuVQpYruOQ9lWcbs2bMRHh6uLLO1tcWQIUMwcOBAFCxYUFg/LCwMy5Ytw969e5VlDx48wJIlSzBlyhS93leG8ePHo02bNnqv7+joaND+iYjI8jH7SkREVunJUyAuTiyraUFPzgNA186Avf3b5eQUYN9+89Unt129ehXHjx9XLtvb22PJkiV499131RqAa9asieXLl6N06dLKsuDgYGzbts1k9du8eTNCQkKUy6VLl8by5cuFhnkgPUB/77338Pvvv8PO7m2/xsOHD+PGjRs5qsPjx4+xZs0a5fInn3ySo/0BwIoVK4SG+QoVKmDz5s3o37+/xoZ5IL3xvkOHDliwYAFGjhyZ4zoQEREREREFBcs4f0Es69tHgo1N/umwri9rjp+LFpXw3dT071SSbGFj+y5sHRZBkgyPn2NjY7F8+XKhbNKkSRg1apTQMA8AJUuWxLx584SG7qSkJCxZsiTL41y5cgXXrl0Tyr788kuMGjVKrWEeADw8PPDtt9/iww8/FMr37NmDsDDtw/tr4ubmBi8vL73/FS1a1KD9ExGR5WPjPBERWaW7d8XlYsUADw/LCvALF5bQtrVYtnOXjJSU/DG8/bJly4TlIUOGoFq1alrXd3Nzw9SpU4WyDRs2IE61F4YRxMTEYNOmTULZN998o7XxGgCqV6+OIUOGCGV//vlntuugUCjw448/IiUlBQDQrl07NG/ePNv7A4Dbt29jy5YtyuXChQvj999/h4eHh46tRJk7IBAREREREWXXTpWn5gsVAt5tb6bKWDhrj5+bNJbQr+/b1yWb6oDNR8I2+sTPmzdvRnR0tHK5QYMG6Nevn9b1bWxs8PXXXwt1uXDhAv777z+dxzlz5oywXLVqVXTv3j3L+o0aNQqFCxdWLisUCpw9ezbL7YiIiDJj4zwREVmlu4FikO/jbaaKZKFXT7HDQGgYcOiImSqTi0JCQoRg2NHREX379tWxRboGDRqgevXqyuWYmBj8888/Rq/fP//8IyQtatasifr162e5Xb9+/YQh5S5fvoxXr15lqw5btmzBrVu3AACurq6YPHlytvaT2bJly4S56ydMmMBe9kRERERElOvi4mT8fUAs6/IB4ORkWZ3qLUFeiZ9HDZdQvtzbZRu7vgAclMv6xM8HDognzeDBg7Osn7u7O7p06SKU7d+ve9jCFy9eCMstWrTI8jgAUKBAATRu3FgoCwoK0mtbIiKiDHw0ioiINJJlGbdu3UJwcDBCQ0NhY2ODUqVKoX79+nB1ddW5bWJiIq5du4YnT54gPj4ehQoVQrly5VCvXr0cP5UbHx+P69ev4/z511CkRgGwAaTCKOJeAQqFT47nyw4ODsbTp08REhKinPvb1dUVHh4eqFGjhtBDWh/Vq0moW0fG1Uyjpf21WUan9wBb2/SkRFJSEq5du4aXL18iMjISBQsWRIkSJVCvXj2Nw6lZg1OnTgnLvr6+WZ43GTp37iwMy37y5El06tTJpPXr3LmzXtu5urqiZcuWOHr0qFA/XT35NQkODhaG6hs3bhyKFi2qliAwxIsXL3Dx4kXlcokSJfDee+9le39ERERERKQfS4+fw8LCEBkZCRsbGxQpUgTly5eHt7e3SePnh4+rIyHBXbmujQ3Qs3vOG+YZP4ssKX52dJTw3VRg9Kcy0hSAJLlCsmkJWXFMqJ+2+PnevXtCTOzp6YkmTZroVcfOnTtj48aNyuUzZ84gLS0Ntra2GtdPSEgQlosVK6bXcQCgePHiwnJMTIze2xIREQFsnCciyrcuX76MsWPHKpeHDx+OkSNHIiUlBZs3b8bu3buF+cQyODg4oGvXrvj000/V5vuKiorCihUr8PfffyMxMVFtW1dXV3z88cfo27evwUmACxcuYMOGDbh27RpSU1PVXt+xHTh6JL239ODBg/UOZBMSEnDmzBmcPHkSV65cQWRkpM71vb29MWDAAHTo0EFrkKdKkn9EauLbXttPn+7EP6e90LBBDJYtW4ZDhw5pDOYy5jofM2aMQYGiJbhwQZxYUJ+n0rWte/HiRSgUihwnjjIoFAqhETs79cvcOH/+/HmDGudlWcacOXOUfyP169dX6+WfHXv27IEsvx1R4oMPPjDaZ0ZERERElJ/ltfgZePu0sSnjZ0jesLHrD8mmPVq2sEWJElk3zs+aNUt46nnXrl3w8vJCTAzjZ00sLX728ZHw0WAZa9alL0s29YXGeV3xs+rnUK9ePUiSfh06ypcvj6JFiyI8PBwAEBkZiTt37qBmzZoa11cdYS4pKUmv4wBAcnKysKzv3w8REVEGZmyJiEjpzZs3GDNmDJYuXaoxsQCkByE7duzAmDFjhIA4MDAQgwcPxs6dOzUmFgAgOjoaCxcuxA8//ACFQqFXnaKiojB+/HhMmjQJly9f1ppYyFh3w4YN6NOnT5bzi2WYNm0apk2bhmPHjmWdWED6+5wxYwYmTpyo1/oA4Klhuu8lf9zC4MGDsWPHDq29rNPS0rB//358/PHHuH//vl7HshQPHz4UlrUFxJqUL19eCG4TEhK0no/Z8fz5c+EcdXV1RdmyZfXevlatWsLy48ePDTq+n58fLl++DCB9uMIpU6bonXDQJWOfGRo1apTjfRIRERERkWaMn/WIh+VAKFJmQpEyCe91iNLrGJrcusX4WRtLjJ8/GiShapX0/5ds9I+fc/I5aFpf17Hq1KkjLAcGBup9nLt37wrL1apV03tbIiIigE/OExHR/0tNTcXkyZOVc2A7OjqiRo0aKFq0KBITE3H37l2EhoYq17937x5+/PFHzJs3D8+ePcP48eMRHR0NAHBzc0O1atXg6uqK6OhoXL9+XTnEHZA+h5i3tzf69++vs05BQUGYNGkSnj9/LpQ7ODgjJdUHQGEACtjZhSAt9Z4yYfHmzRtMmDAB//vf//DOO+/oPEbmJ40BoGDBgqhQoQIKFy4MZ2dnJCcn4/Xr13jw4IHQkzogIACTJk3CihUr4ODgoLrbLI75DMFPvweQ/nm5urrCx8cH7u7uSEhIUPusw8LCMGXKFGzcuBFOTk4GHcsc4uLihPoDQOnSpQ3aR6lSpZTnE5AeVJcqVcoo9VMN0A2tm+r6r169QlxcnF5DKL5+/Rq///67cnnYsGEGdQzQJjU1Fffu3VMu29nZKRMEMTExOHbsGI4dO4agoCBERESgQIECKFy4MKpVq4YmTZqgXbt2Bp/HRERERET5lTXFz87OzvDx8UGRIkWgUCgQEhKCwMBAjfFz06ZNdR5D3/j5zp0HUCjexs+y4jJWrfwMTZsYHj8HBQVh2rRpys+L8bM6S4uf7e3Th7cfNlJGqizWQ1f8bOxYXVfjfIcOHbB06VLl53bixAmMHTtW7Yl6VXfv3sW1a2/nLXR3d0ezZs0MqueJEydw/PhxPHr0CJGRkZAkCW5ubvD09EStWrXQuHFjNG3a1Cid+ImIyDKxcZ6IiAAAu3fvRnR0NBwcHDBixAj07dsXBQoUUL4uyzL8/Pwwf/58pKWlAUifd+zixYtYvHgxoqOjUaxYMUyaNAmtW7cWhlBLSEjAokWLsHv3bmXZ8uXL0aVLF60NmomJiZgyZYqQWChXrhxGjx6Ny/+1hP/et0PK+/oCk8ZHYMWKFfD39wcApKSkYMaMGdiwYQPc3d11vvcqVaqgY8eOaNasGSpUqKC1PocOHcKff/6pfEIgMDAQK1asEIY31IciZSaAaNjalsD3349Hu3athSHyZVnGoUOHMHfuXGUP9efPn2Pz5s34+OOPde47KipKSOSYSqFChVCoUCGNrwUFBQnL7u7uwrmkj+LFi+POnTta95kTwcHBwnKJEiUM2t7JyUmZOMu8T29v7yy3nTdvHuLi4gAAlSpVwqBBgww6tjaPHz8WOo+ULFkSjo6OOH78OP73v/+pPdWSnJyM6OhoPH36FAcPHsSff/6JcePGoUOHDkapDxERERFRXmZN8bOvr6/alGxhYWEa4+f169dnOSR8VvHzixAZfQckAKmHoUhdBiBn8fP333+P6OholChRAhMmTFB7P7kVP0uShNjYWADpoxqodlTQJT/GzxUrSvhwgIwNG50AuCLj4YSMfWqKn3Maq6vOBa/rcyhYsCCmTJmCb7/9FrIsIyEhAVOmTMH//vc/rTmkoKAgfPPNN8J3P2HCBIO/r7Nnz6qVJSYm4tWrV7h58yY2b96McuXKYcSIEYzRiYjyKDbOExERgPTg0s7ODr/88gsaNmyo9rokSejRowdiY2OxZMkSZfl3332H6OhoeHl5YdmyZfD09FTb1snJCV9//TVevXqFc+fOAQDi4+Nx7NgxdO3aVWN9Fi9eLAxp9s4772DOnDkoUKAANm8Th/Tz8Zbg4eGBqVOnoly5cli0aBGA9EB72bJlWLBggdb3/fnnn8PLy0vHJ5OuQIEC6NatG5o0aYLRo0fj1atXANLnvxs6dKheT02/FQVIFQC73xEdWwS2tmJvaEmS0LFjR+XnlmHPnj0YNmyYzt7TixYtEubnM5WMORY1yUhYZChcuLDB+1fdRnWfOWGs+mVunNenfgcOHFAG4TY2Npg6dSrs7IxzKxYWFiYse3p6YsuWLVi4cKFe27969QrTpk3D/fv38emnnxqlTkREREREeZU1xc+aaIufly9fju+++07r+9Ynft77twygAGzsukKybQxFyieQFdmPn6OiolCxYkUsWbJEY+zG+Nly4+ehgyWcOCHjyaPCgPw2fn7+PBaqbfMKhUKto4Shn4Whn0Pbtm3x/fffY968eUhISMCNGzcwYMAAdO/eHQ0bNoSnpyfS0tIQEhKC8+fPY9++fUhISACQft6NGjUK77//vkF11NfTp08xbdo0/Pvvv/jqq6840h0RUR7DOeeJiEhp6NChGhMLmfXp0wfOzs7K5YwGyunTp2tMLGQ2ePBgYTkgIEDjeqGhodizZ49yuWTJksrEQkqKjAfiNGTwyRTUffjhh8KQYocOHVIbIi4zfRrmMytRogQmTpyoXI6Li8Pp06cN2gdgC1v72ZCkwli3QUZ8vOYe976+vsLcZS9fvjRqD3hTUQ2oHR0dDd6H6jbGHA3AHPWLiIgQGsp79+5t8Px5uqgmHYKCgvDbb78plytVqoTJkydj9erV2LZtG/7880+MGDFCLXmxfv16bN++3Wj1IiIiIiLKq6whfs6Kpvg5PDxc6/pZxc+pqTIyt3VLUgk0azZBuZyd+NnW1hazZ8/OsqGW8bP2feZETurn6Cjhi8kSAHGbrdvj1NbNaPTO7rE0ra/P59CxY0ds2bIFffv2RdGiRREZGYk1a9Zg7Nix6Nu3LwYMGIDJkydj+/btyjpWr14dixYtwrBhwwyqn7u7Ozp27Igvv/wSS5cuxV9//YVt27Zh5cqVmDp1Ktq2bas2ysW+ffvw448/GjRSAxERWT42zhMREYD0J8P79eun13q1a9cWyurUqYO6detmuW2dOnWEYCnzHNmZ7d69GykpKcrl4cOHKxMLjx4DmV4CAFStKi5/+OGHyv9PSUnJRuO5bi1btoS9vb1y+caNGwZtL9m0hmRTHgAQGQls36l93ebNmwvL2j4zS6IaVGenh7dqUK0pUM8uc9RvwYIFePPmDYD0ofbGjBlj8DF1iYmJEZZDQ0OVwXv//v2xfv169O3bF9WrV0fZsmVRt25djBgxAlu3blX72120aJHaPJVERERERPSWtcTP+lCNn8+fP6/3tqrOnAXCI8Sy0aNzFj+3adNG6/Rzqhg/a95nTuS0fg0bSChcWKzfjZvxuBQgNjZrakg39FjZ/RzS0tJgY2MjnKfaNG/eHJMnT0ajRo30rlfZsmXx008/Yd++fZgxYwZ69eqF+vXro2LFiihbtixq1qyJbt264aeffsLmzZtRvXp1YfvDhw9j27Zteh+PiIgsH4e1JyIiAEDNmjW1zoGmqnTp0sJy06ZN9drOxsYGpUuXVg63FxERoXG9ixcvKv/f1tYWbdu2VS4HqsTWpbwA10LiMHV16tSBra2tcm6/gIAA9OzZU686ZlAoFEhISEB8fLyQ6Mjg6uqqfKLgyZMnBu27StVmeJRpk7+2yOjyAVCkiPpwe+XLlxeWVecOVzV9+nRMnz7doPqYmq5hBI25TXaZun6nTp3CsWPHlMtffvml8PSMMSgUCo3lvr6+mDRpktbtXF1dsWDBAgwcOBAvX74EkJ6Q27BhA6ZMmWLUOhIRERER5RXWEj/rQzV+vnbtGjp37mzQPjLi5+07YiErUpXl3t6AS0EpR/GzaoO7LqaMnyVJUs5FHhUVZbInmfNi/FyyhIRIldP3t8Uy1q4C7Oy078/QYxm6vizLWLNmDVatWqU8/7Ny9uxZnD17FrVr18bUqVP16jii2kFHl7Jly+LPP//EuHHjcP36dWX56tWr0blzZwOnVCQiIkvFxnkiIgKgHsTq4uLiku1tMwcScXHqQ5klJSXh7t27yuVixYohKioKUVFRAIDLV2TImdohy5UBXrxQD8AKFSqk3EafoewSEhJw5swZnD59Gvfu3UNQUJDewZnqU8tZGfRhRcz66e1yXBywbKWMqV9pfh+ZGXPuOFNxcnISlpOSkgzeh+o2qvvMidys35s3b/Dzzz8rl9u1a4cWLVoYfLysaGrst7GxEaZg0KZgwYIYPXo0Zs6cqSw7fPgwvvzyS7Uh9YiIiIiIyHriZ31ljp+Dg4OzXF/f+Pn2DUC1n7yh8bO+T80DjJ+17TMnjFG/tDTVbZzx5CmwczfQr8//l2iIaZOSkgzq2G7o5zBnzhxhSggAaNiwIbp164aaNWuiaNGiSEtLQ2hoKK5du4YdO3YgMDAQAHD9+nUMHToUP//8M5o0aaJ3HfXh4OCA2bNno3fv3sr39ObNGxw9ehTdunUz6rGIiMg82DhPREQA0p+g1Zdqg52+TwyobqspeA8PD0dq6tue9iEhITqfev/nVPo/XbJKTPj7++PPP//Msle9NoYG/DVquOK9d4FDh9+W/b0f6NZFRvVqYgO9nZ34U535s7FUqsGzMZILxnzSPDfrN3fuXISFhQFI/xubPHmywcfSh6akQ506dbKcEzJDu3btMHfuXOX7io+PR2BgoNpwekREREREZL3xsz6io6N1vp7b8bMhnxfjZ837zAlT1A9Ij19Xr5XRoV36KIKaYtqcNs7r2nbfvn1Cw7yNjQ2mTJmCrl27qq1btmxZlC1bFh988AFWrlyJ1atXK483depUrFu3DmXKlNG7nvrw9PTE+++/j927dyvLLly4wMZ5IqI8gnPOExERgJwNg2bMIdSySgRkh6YnDDIsXLgQc+bMyXZiAdA+pLg2kiThk9ESVGPP+b/ISE01zdB4uUn1yRBDn9oA1IcfVN1nTqgOA2eq+p05cwa7du1SLo8bNw5FixY1+Fj60JSwqlmzpt7bOzg4oGrVqkKZocNNEhERERHlF3k5ftY093cGc8XPeVl+jJ8lKb1+cXHAn8vTcyA2NjZqjemGHkvfzyE1NRUrVqwQyoYNG6axYT4zGxsbjBo1Ch07dlSWxcfHY8mSJQbVU1+qU2A8ePDAJMchIqLcxyfniYjIomia391Ujh07hi1btghlFStWRPv27VGjRg2ULFkSRYoUgYODAxwcHIT1unfvrpyjOzs8ikoYNgRY+ufbxvh794HNW4HBA7O9W0RFRelMphhLoUKFtD7BoNpjPDIyEomJiShQoIDe+1f9bI3ZC111XyEhIQZtn5iYiDdv3ghlqvNIAsDixYuV/1+5cmU0bNgQL1680Lnv169fq5WpblOkSBG1z7Js2bJq23l4eOg8Vlbrq75HIiIiIiKyLKaIn7XNpa4rfk5JrY71G0sAUhEADpAkB2xYK6FC+fSG9ZzGz6ZiSPwsSZLyqf/o6GiD5pxn/KwSW0pv4+f9B4FuXWXUqC6hdOnSuHfvnnAsQ6Y10PdzuHnzJl69eqVcLlCgAAYNGqT3cUaOHImDBw8ql//55x9ER0cbNKKGPkqWLCksZ6djBBERWSY2zhMRkUVxc3MTlps0aYLffvsNAODnL2P+r28D4DJlgM0bdA8CI0kS3N3dNb6m2lN61KhRGDZsmF49843RAN6nF3DgIPD4yduyNWtltGgOZRLDUIsWLcL+/ftzXLesDB8+HCNHjtT4WsGCBeHp6YnQ0FBlWXBwMCpXrqz3/lUbpA2ZlzErqvt6/vy5QdurzsFYrFgxtacJgPQkRIYHDx5ke3hJ1e3mzZsHX19ftTq4uLgIQ0Ta29sbdBzV9ZOTkw2sKRERERER5SZd8bOx6YqfJ32ugJQpNK9dS4xpc6MDeXYwfs6aseNnD49iSFYUROZTYuEiGcuWph8rc+O86rZZUa2bts9B9Qn0mjVrZjk/fWalSpWCl5eX8nNXKBS4c+eO0eeed3R0FJazM6UAERFZJg5rT0REFkV12O9nz54p//9uoNgz3cc7+8d59uyZMGx3vXr18PHHH+vVMJ+YmIiYmJjsH/z/2dtLmPq1BJtMv8bJKcDMH2QkJVn38PYVK1YUlm/evKn3tk+ePBF61hcoUEDvudP1UapUKeEphDdv3gjnWVauX78uLKu+V3OpVKmSsGzoXI6q66sm+oiIiIiIyLLoip+NSVf8HBwsI+CyuH63Lm/jamPFz3lZfoqfK1euiKEfiXmXO3eB/QfUY1pDPgcAuHHjhrCsLVZXPR+LFCli0HEA9b89U4w8p/qkPGN0IqK8g43zRERkUQoWLCgEUCEhIcrA726guK6Pd/bnnlPtgd28eXO9t71586ZBQ9jpUr2ahD69xbIHD4E/lll347zq3GhXrlzRe1vVdZs0aQIbG+Pdstja2qJRo0Y6j6mL6rrvvPOOUeqVU82aNROWHz16ZND2qusXK1Ysx3UiIiIiIiLT0RU/G5Ou+HnP32Ls6uoKtM400Jcx4+e8Kr/Fz316AWVVRpz/c4WM2rXFJ8//++8/vc+dJ0+eIDw8XLns7u6OatWqaVxXdYqBzKPe6Ut1NAhDnrzX161bt4RlT09Pox+DiIjMg8PaExGRxWnSpInQUOjv749Ro8YJw78DgHfV7B9Dtae0i4uL3tv+/fff2T+wBqOGS7h4URbe345dQM0aMgq7G7av6dOnY/r06casXrb4+voKwymeOnUKMTExWufZy0z1823durWxqwdfX1+cPn1aubxv3z507949y+2io6OF7TL2pYm/vz+A9N7u+iYUXrx4oTaM/YULF/Tatk2bNvjjjz+UywEBAUhNTYWdXda3e48fPxbm57OxsUGtWrX0Oi4REREREZmPpvh5/PjxRj2Gtvg5JUXG/gPiup3eAxwd33akN3b8bEyGxM+Zp8wzJMbTR36Ln+3tJUyaAEz+8u1nGBUFXAyoipIlSyrntQ8NDcW///6r1nlBE9XPoWXLlrC1tdW4roeHh7CceSh9fSQkJKh1glF9kt4Yjhw5IizXq1fP6McgIiLz4JPzRERkcXr27CkEUTt27MCpfx4hLe3tOpIEVK2S/WOoBrmZh+jT5c6dO2oBUk45OkqY+b0ElenEMOdnGQZO52YxvLy8ULduXeVyUlIStm7dmuV2V65cEXqHFypUCC1btjR6/Xx9fYV54m/evKlX7/9t27YJ87w1aNAAJUqUMHr9sqNs2bKoXbu2cjksLAyHDx/Wa9u//vpLWK5Tp45eiSAiIiIiIjIvTfGzoaNoZUVb/PzP6fRG1cy6dH7bMG+K+Dkvyo/xc+NGElqqDGC4dTvQqlVHoWzDhg1ZHufNmzfYs2ePUNapUyet69erV08YXeDly5d6d4oH0jsnpKSkKJednZ1RtWoOnh7R4O+//8adO3eEslatWhn1GEREZD5snCciIotTpkwZdO7cWbmclJSE+f/7HLLisbKsXFnA2Vn3sPbJycnYt2+fxteqVBFb9vfv3y8MgabJ8+fP8c033yA1NTWrt2CwihUkfDZBfD9JScCyldY7/N+YMWOE5XXr1qkFl5m9efMGP/30k1A2ePDgLEc1ePHiBZo2bSr8e/Hihc5tChUqhIEDBwplP/30E6Kjo7Vuc/v2baxbt04oU32P5jZu3Dhh+bfffstyWMvjx49j7969QtmQIUOMXjciIiIiIjI+TfHz5MmT8fjxYx1bqctO/Lxnnxiv1q0DlC+XHteaMn7Oi/Jj/PzJaAm2mVonkpOB6LgBcHV1VZZdvnwZ27Zt03ochUKBefPmCXO+N23aFPXr19e6jZubGxo2bCiUzZ07F6GhoVq3yRAYGIg///xTKGvZsqXWEetOnDiB5wY+dXHmzBnMmzdPKGvYsCHq1Klj0H6IiMhysXGeiIgs0sSJE1G5cmXlcnT0S6Qlf4y0lD8hy6/g7a15u8TERFy8eBELFixAt27d8MMPP2hcz9PTUwhsoqOj8emnn+LmzZtq6yYnJ8Pf3x8jRoxASEgIHB0d4ezsnLM3qEHnDyR07SKWRUYa/TC5pm7dumjbtq1yOSUlBePGjcORI0egUCiEdW/evIlRo0YJcxmWLl0affv2NVn9BgwYgJIlSyqXg4ODMXLkSNy+fVtYT6FQ4PDhwxg3bpzQO/7dd9+1uKHfa9eujY4d3z5p8ObNG4wePRpHjx5V+8wTExOxdu1aTJs2TSj39fXVa9hAIiIiIiKyDKrx88uXLzF06FD88ccfePXqldbtVOPnH3/8UeN6muLnUaM+RUCAGD937SLlWvyc1+TH+LlsWQldVHIgx467oEfPkULZr7/+ihUrVqjN8/7y5Ut8/fXXOH78uLLMwcEBY8eOzfL9fPLJJ5Cktw9IZPzNHDhwQGOHkoSEBGzZsgVjxoxBXFycstze3h4jR45UWz/D6dOn0bdvX0ydOhVHjx5FbGys1nWfPHmC2bNn48svv0RycrKyvGDBgpg8eXKW74mIiKwH55wnIiKL5OzsjAULFmDChAl4+vTp/5cmQU5bj7S09ThzqhQmh5WDi4sL0tLSEBcXh5CQEAQHByMt8/j3OowdOxaffPKJcv2nT59ixIgRKFeuHCpWrAh7e3tERETg9u3bQhA4efJkrFmzRi0wNIbPJkh4/FjGDfU+AlZp2rRpCA4OVs7hFhcXh2nTpuH3339H5cqVYW9vj6CgIDx8+FDYztXVFQsWLECBAgVMVjcnJyf88ssvGDlypDJAfvr0KT7++GNUqlQJZcuWRXJyMu7fv4/Xr18L21arVg3ffPONyeqWE1OnTsWLFy9w/fp1AEBkZCS+++47FC5cGNWrV0fBggURERGBmzdvIjExUdi2UqVKes+5SERERERElkFT/JyUlIR169Zh3bp1KFWqFMqVM278/Pz5UwCjAKksJCk9fvbbFYG5P93Jtfg5r8mP8fPHQyQcOiQj4f9DU4UCePSkF7p1ewB/f38AgCzLWLVqFbZt2wYfHx+4ubnh1atXuH37tnD+SpKEadOmqY30oEm1atUwadIk/Prrr8qy8PBwzJw5E/Pnz4ePjw+KFi2KtLQ0hIaGIjAwUBiiP+N433zzDUqXLq3zWGlpaThx4gROnDgBIH0ag9KlS8PFxQV2dnaIiYnB48eP8fLlS7VtHR0dMW/ePFSsWDHL90RERNaDjfNERGSxihcvjjVr1uCnn+bh6NFDwmtv3jzHuXNZDw2ma97s2rVrY+rUqZg7d67QM/rp06eZOgS8ZWtriwkTJqBbt25Ys2aNAe9Ef/b2Eub8CIwZJyNTJ3ilTJ2nrYKTkxN+/fVXfP/99wgICFCWv3r1SusTHKVLl8asWbNQrlw5k9evQoUKWLhwIb7//nthqLmHDx+qJTwyNGrUCDNnzjRp4iMnHB0dMX/+fMyePRunTp1SlkdGRuLs2bNat2vevDlmzZolzCVIRERERETWISN+njdvHg4dEuPn58+f6zW0dnbiZ8jPIMvPkJwEZJ6GPDfi57wmP8bPRYpI+HAAsGrN2ykSzl8Afp3/BRwdHbF9+3bIcvprMTExuHTpksb9ODs74/PPP0eHDh30fj/9+vVDwYIF8euvvwpPw8fFxeHy5cs6t3V3d8eXX36Jdu3a6X28DC9evMhyKgEAqFq1KmbOnIkKFSoYfAwiIrJsbJwnIiKL5uzsjH79Z+DEPwOhSN0EWXEOQIzObTw9PVG/fn34+vqiZcuWOtft3Lkzypcvj6VLl+JK5kxCJo6OjmjWrBmGDBkCHx+f7L4Vvbm7S1gwL72BPjxMfO3vAzJ695FRvJikeWMLVLRoUSxevBh+fn7YsWOH1qDdw8MDnTp1wscffwwnJ6dcq1/NmjWxYcMGrFmzBgcOHEBYWJjG9SpVqoQ+ffqgW7duwvB3lsjV1RXz5s3DsWPHsGXLFty8eVOZ0MhMkiRUr14dQ4YMQatWrcxQUyIiIiIiMhZnZ2fMnDkTgwYNwqZNm3Du3Dmd84IDYvzcokULnetmxM+zZy/F48eWET/nNfkxfu7XB9jtB0RkmtZv2QpbLP/jM7Rq1Qpr167FlStX1Ib3B9I7NPj6+mLUqFHw8vIy+P107twZjRs3xs6dO/H3339rfT8ZSpYsic6dO6Nnz54oXLhwlvv/4IMPYGtri2vXriEoKEhjXJ6Zg4MD6tati549e6Jly5awtbU16P0QEZF1kOSsfhEMFGnNk+PmI5Ikwd3dHQAQFRWV5Y0BkTHwvKPs2r5Txm+L088XWVaglNcDDB/6FNHR0YiJiYGjoyMKFiyIkiVLonz58ihevLhyW0POu5cvX+L69esIDQ1FWloaChcuDA8PD9SuXdssTxM/eixjwmcyoqLEcnd3YMpXElo0s+wGYm0eP36Mhw8fIiwsDCkpKfDw8ECpUqVQs2ZN2NjYmLVuCoUCN2/exPPnzxEWFgZ7e3t4eHigUqVKBvVWt7Tr3atXr3D37l2EhoYiNjYWLi4u8PDwQJ06dfRKKJB1sLTzjvIHnnemYexrM+P0/IV/l2QteK6ankKhwIMHD/D48WO94md9jZ+kwJX/XkJWXAfkMHiVTMWQj4qaNX42NXOdr/khfgYAvz0y5v8ifqYzpklo3y497xEWFobbt2/j9evXiIuLQ+HChVG8eHHUrl3bqJ0Tnj9/jsDAQERERCAuLg6SJMHFxQVFixaFt7c3SpQoke19x8fHK4evDw8PR2JiIlJTU1GwYEG4urqiTJky8Pb2hr29fY7eA6+tZC14rpI1MXaMzsb5fIoXPjIHnneUXT/OUeBgplH53u8IfDNFvyDU2s+7R49lTJosCz3IM3TrAoz7VIKTk3U20udl1n7ekXXieUfmwPPONNg4TznBv0uyFjxXrdOzZzI+/Ej8rr6fJqFDu7wdl/J8Na3UVBkfDZPxLOhtWcmSwKZ1Ehwc8va5ZWw8V8la8Fwla2LsGN283euIiIj0cDdQXPaumn8Cs4oVJCxbKqFsGfXX/PcCw0bKOH5ShkLBG1giIiIiIiIyLf99Yuzp7gb46p5NjihLdnYSxowScz0hIel5DyIioryGjfNERGTR4uNlPH0qlnl7m6cu5lKypIQ/l0ho0Vz9teBgYPoMGR99LOPIMRlpaWykJyIiIiIiIuNLSpJx4KBY1qkj+GQzGUXLFkCtmmLZho0yEhOZ5yAioryFjfNERGTR7j8AMo9qZGsDVKlsvvqYi6urhDk/Svj6CwkFCqi//uQJMPMHGf0Hydi2XUZcHINXIiIiIiIiMp5Tp4HoaLGsS2c2zJNxSJKET0aL51NEJLDLzzz1ISIiMhU2zhMRkUULVBnSvkIFwNExfwb/kiShS2cJa1ZKqF5N8zohIcCiJTJ69JGxcJEC9++zkZ6IiIiIiIhybs9eMb6sXw8oWyZ/xudkGrVrSWjcSCz7a7OM+HjmNoiIKO9g4zwREVm0u4FiAJbfhrTXpEzp9GHuf5ghoVJFzevExwM7dqXPST9shALbdsiIjGIwS0RERERERIZ78lTG1WtiWbcubJgn4xvxsXheRb1Jz28QERHlFWycJyIii3ZX5cl5H28G/wBgYyOhTev0p+hn/yChalXt695/ACz6XUb3XjKmfqvAocMyYmLYUE9ERERERET6UX1q3t0daNXSPHWhvK16NQnNm4llm7fKiI1lHoOIiPIGO3NXgIiISJu4OBnPgsQyHz45L7CxkeDbEmjVArh+A9i2Q8bpM4BCob5uWhpw+ixw+qwMW1ugQX0ZbdtIaNsacHZmpwciIiIiIiJSl5Qk48Ahsez9ToC9PeNIMo0RwyScPfe2MT4mBti6XcbwYTzniIjI+vHJeSIislj37ovLdnbQOox7fidJEurUljB7lg22bJLw0SCgmKf29dPSgIuXgLk/y+jaU8YPsxW4FCAjLY090YmIiIiIiOitk6fSG0cz6/oBG0nJdKpUkdDaVyzbtgOIjmbOgoiIrB8b54mIyGKpDmlfsSLg4MAEQFa8SkoYNcIG27dI+HW+hHfbAw4O2tdPTAQOHQE++0JGnwEylq1U4FkQA14iIiIiIiIC/FWGtG9QHyhdmrE5mdbHQyVImU6zuLj04e2JiIisHRvniYjIYt0NFIMubx3zqpM6W1sJjRpKmP6dDfbskjD1awnN3gHs7bVv8/o1sGEj8OFgGWPGKuC3R0Z8PINfIiIiIiKi/OjRYxnXb4hl3bqyYZ5Mr2IFCe3biWU7dgKRUcxREBGRdWPjPBERWaxAlSfnfbyZAMguFxcJH3SS8PMcG/ztL2HmdAnNmwG2Ou4Ebt4C5v8io2cfGUv/VOD1awbARERERERE+cnefWIcWLgw0LK5mSpD+c6wIRJsMuUtEhKBTX8xN0FERNaNjfNERGSRYmJkBD8Xy3y8zVOXvMbZWUK7thLm/WSD3TskjB8roXIl7evHxgF/bQH6DJAx60cF7t1nIExERERERJTXJSXJOHBILHu/I2Bvz47zlDvKlpHQ8V2xzH8P8OYN8xJERGS92DhPREQW6d59cdneHqhYwTx1ycuKFJHQr4+EtatssGalhH59AHd3zeumpQGHjwIfj5Qx4TMFzp2XoVAwICYiIiIiIsqLjp8EYmPFsq6d2TBPuWvIR5Iw6l9CIrBjF3MRRERkvdg4T0REFumuypD2lSqyd76pVaksYfxYG/jtkDD3JwktmwOSlo/8yn/AV1NlfDRMxt59MlJSGBgTERERERHlJXv2inFeo4ZAqVKMyyl3lfLSMPf8LiA+nnkIIiKyTmycJyIii3Q3UAyyOKR97rGzk9CimYQ5s23w1wYJPboDjo6a133yFJg3X8bgoTJO/SNDlhkcExERERERWbuHj2TcuCmW8al5MpeBH4rnXkwM4LfHTJUhIiLKITbOExGRRQq8Jy77eDMJYA5lSkv4fJINdm2TMHK4hCKFNa8X/Bz4drqMT8fLuHmLDfRERERERETWzH+PGNcVLQK0bGGmylC+V7GCpHb+bd0mIymJ+QciIrI+bJwnIiKLEx0t48ULscybT86blZubhCGDJezYKmHKVxLKl9e83o2bwJixMqbNUOBFCINkIiIiIiIia5OQIOPQEbHsg/fTR1kjMpfBA8XzLzwCOHDQTJUhIiLKATbOExGRxVF9at7BHqhQ3ixVIRUODhI6vy9hwxoJ8+dJqFZN83onTgKDh8rYtFlGaiob6YmIiIiIiKzFseNAXNzbZUnikPZkftWrSWjYQCxjzoGIiKwRG+eJiMji3A0UlytXZg99SyNJEpo2kbB8qYSZ0yWULKm+TlIS8McyGcNHy7h1m8EyERERERGRNfDfK8ZvTZsAJUowJifz+2iQeB6GvEzvTEJERGRN2DhPREQWJzBQTAT4cEh7iyVJEtq1lbBpnYTxYyUUKqS+zsOHwCfjZCxfqWCPdiIiIiIiIgsWeE/GnbtiWbcubJgny1CvLlCjuli24S8ZCgVzDUREZD3YOE9ERBZH9cl5H28mAiydg4OEfn0kbP1LQs/u6cMeZqZQAOs3Ap+MlxEczKCZiIiIiIjIEqk+NV/MM/3JeSJLIEkSBqs8Pf/kCXDmrHnqQ0RElB1snCciIosSGSXj5SuxzJtPzlsN10ISJk+ywR+/S6hUUf31O3eAYSNkHDzMBnoiIiIiIiJLEhcn48gRsazzBxKnmSOL0qwp1PINGzbJkGXmGYiIyDqwcZ6IiCxKoMpT846OQLmy5qkLZV/NGhJWLZcwaoQEW1vxtYRE4MefZCxYqEBKCoNnIiIiIiIiS3DkaHq8lsHWBujygfnqQ6SJjY2EQQPFDiN37gLXb5ipQkRERAZi4zwREVmUwHvictUqYC99K2VnJ+GjQRKWLZFQurT667v9gPGTZISGsoGeiIiIiIjInGRZht8eMTZr1gzw9GQ8TpanjS9QsqRYtmUrcwtERGQd2DhPREQW5W6gGEzldEh7m5BrSPWbjFS/ybAJuZaznVG2+PhIWLNC0vjExc1bwPBRMm7eYhBNRERERERkLrfvAA8eimXdurBhPgNzC5bFzk5C397i+XnmHBAUzNwCERFZPjbOExGRRbl7V1z2rpqDZICsgN3NXUByApCckP7/siJnFaRscXKS8PWXNvjuGwkODuJrEZHAhM9kHD/JIJqIiIiIiMgc/FWemi9ZAmjcyEyVsTTMLVikDzoBLgXfLssysH0H8wpERGT52DhPREQWIyxcRmiYWFbNJwc7TI6HlByrXJSSY4Hk+BzskHKq47vpw9yrDj+XnAx8P1PGvr8ZSBMREREREeWmmBgZx06IZV27SLCx4ZPzAJhbsFDOzhK6dhXL9h8EoqOZVyAiIsvGxnkiIrIYqk/NOzsDZcuYpy5kOlWqSFi1TFJ7CkOWgbn/k+Hnz0CaiIiIiIgotxw6AiQlvV22tU1/KpnI0vXuIcHW9u1yYiLgv9d89SEiItIHG+eJiMhi3LmrMt98VbCnfh7l6irh5zkSundVf23+rzJ27GIDPRERERERkanJsgw/lSHtW7UEihRhLE6Wr1gxCe3aiGU7dslISWFOgYiILBcb54mIyGLcDRSXczSkPVk8OzsJn38mYchg9dcWLpKxZRuDaSIiIiIiIlO6fgN48kQs696VDfNkPfr2Ec/X8HDg6HEzVYaIiEgPbJwnIiKLIMuy2rD23t5MCOR1kiRh5HAbDB+m/l3/vlTGhk1soCciIiIiIjIV1afmS5cG6tczU2WIssHHW0LdOmLZ1m0yZJn5BCIiskxsnCciIosQ8hJ4Ey2W8cn5/GPYEAmjR6o30C9bIWPzVgbURERERERExhYeLuPESbGsWxcJksSO8mRd+vcTz9kHD4HLV8xUGSIioiywcZ6IiCzCHZWn5t1cgZIlzFMXMo/BAyV8OkY9CbTkDxkHDrKBnoiIiIiIyJj2/g2kpr5ddnAA3u9ovvoQZVezpkCZMmLZ1u3MIxARkWVi4zwREVmEwEAxaPLxAXvr50Mf9pcwYZz69z73ZxlnzzGwJiIiIiIiMobUVFltSPsO7QE3N8bhZH1sbCT06y2eu+cvAE+fMo9ARESWh43zRERkEVSfnOeQ9vlX397qT9CnKYBpM2Rcu87AmoiIiIiIKKdOnQbCwsSyXj3YME/Wq+N7gKurWLZzN3MIRERkedg4T0REZqdQyAi8J5b5eDMpkJ992F/Ch/3FsuRkYOp3Mp6/YHBNRERERESUEzt3iXFVrZpA1SqMw8l6FSggoVsXsezAISAujjkEIiKyLGycJyIis3sWBMTHi2U+fHI+3/tktKQ232F0NPDNNBkJCQyuiYiIiIiIsuP+fRnXb4hlvXuyYZ6sX/duEmwztXgkJAD7D5qvPkRERJqwcZ6IiMzubqC47OkBeBRlYiC/kyQJX30hodk7YvnDh8Ccn2XIMhvoiYiIiIiIDKU61HfRooBvKzNVhsiIiheT0LKFWLZztwyFgvkDIiKyHGycJyIis7t7VwyS+NQ8ZbCzkzBjmoTy5cXy4yeAv7aYpUpERERERERW680bGYePimXdu0qws2MHecobeqmMAhEcDPx7yUyVISIi0oCN80REZHZ37orLnG+eMnN2ljDnRwkuBcXyZStkXApg73ciIiIiIiJ9/X0ASE5+u2xnB3TtbL76EBlb3TpApYpi2c5dzB0QEZHlYOM8ERGZVWqqjPsPxLJqfHKeVJQpLeH7aRKkTP02FApg5o8yQkMZZBMREREREWUlLU3Gbj8xfmrTGijKaeUoD5EkSe3p+Qv/AkHBzB0QEZFlYOM8ERGZ1aPHYq99APDxNk9dyLK901TCiI/FADsqCvh+lozUVAbZREREREREupy/AIS8FMt69WDDPOU977YHChUSy3btZt6AiIgsAxvniYjIrG7dFpdLeQGurkwOkGYfDQKaNxPLrt8AVqxikE1ERERERKTLDpWhvb2rAjWqm6kyRCZUoICEzu+LZQcOAYmJzB0QEZH5sXGeiIjM6tZtMTCqWcNMFSGrIEkSvp0qoWQJsXzTZuDsOQbZREREREREmjx5KiPgsljWq4cESWLneMqbuncTp8aLjQWOnzBffYiIiDKwcZ6IiMzqtsqT89WrMzFAurkWkjBrhgQ7O7H8xzkyXr9mAz0REREREZEq1SG93VyBdm3NVBmiXFDKS0KjhmKZ/17mDIiIyPzYOE9ERGYTHS3jWZBYxiH1SB/VfCSM/1TsyBETk95Ar1Aw2CYiIiIiIsoQFyfjwCGxrEtnwNGRneMpb+veVTzHb90G7t9nzoCIiMyLjfNERGQ2t++Iyw4OQOVK5qkLWZ+e/8fefYdHVbRtAL9newopEHrvvTcBAQGlSRepKiiIotix9/7aPgsqNkAUFRQBpaoggtIJvffeSwKkbDvz/bGaZLIlm2STTXbv33W91+t5TpvEzXqeec7MDAS63KDGNm0GfpgVjNYQEREREREVTYt/A9LSMrd1OteU30Shrn07ICFBjXH0PBERBRuL80REFDTZ15uvVxcwGNhBQP4RQuDxxwTKlFHjX3wlsWcvk20iIiIiIiKnU+Kn2Wp+dH0HoFxZ5t4U+gwGgb43q7Hf/gBSU9lnQEREwcPiPBERBc3ObOvNc0p7yq2YEgIvPCsgsvQrOZ3Ay69JpKUx2SYiIiIiovD2z2rg5Ck1NngQC/MUPvrcLKDLUgVJSwP+WBa89hAREbE4T0REQaFp0m1a+4YN2EFAudesqcBtI9XY8ePAR5+wOE9EREREROFt5iw1L6pTG2jeLDhtIQqGsmUE2rdTY7/8KiEl+wyIiCg4WJwnIqKgOH4cuHZNjTWoH5y2UPE3ZrRA/Wyfn/kLgBV/M9kmIiIiIqLwtGOnxPYdamzYUAEh+GI8hZf+/dTP/L79wO49QWoMERGFPRbniYgoKLJPaV86AShThh0ElDcGg8CLzwpEWNT4W+9InD/PAj0REREREYWf7KPmy5QBut4QnLYQBVObVkC5smrsl/nsKyAiouBgcZ6IiIJi5y41CeJ685RflSoJPPyQ+oLHlSvAa29KaBqTbiIiIiIiCh8nT0qs+FuN3XqLgMHAl+Ip/Oj1Av36qp/9pcuAq1fZV0BERIWPxXkiIgqK7CPnG3C9eQqA3j2BLjeoscRNwA+zgtEaIiIiIiKi4Jj1k0TWJbWjooB+fYLXHqJgu7kXoNdnblutwG9/BK89REQUvlicJyKiQpeaKnHosBrjyHkKBCEEHn9MoExpNf7lFIl9+/lGPBERERERhb7kZIlFS9RYvz5AVBRfiqfwVaqUQMfr1dgvv0pIyb4CIiIqXCzOExFRoduzF9C0zG29HqhbJ3jtodASU0Lg+WcFRJZ+J4cDeOU1CauVSTcREREREYW2eb8C6emZ23o9MPgWFuaJBvRT/w4OHwG2bQ9OW4iIKHyxOE9ERIUu+5T2tWoCFgs7CihwmjcTuG2EGjtyFJj8BYvzREREREQUumw2iZ/nqHlPty5A2TLMuYlaNAcqVVJjv/zKfgIiIipcLM4TEVGh27lLTXw4pT0VhLtGC9TJNiPD7J+B9RuYeBMRERERUWj6fSlw6bIaGzaUhXkiANDpBPr1Uf8e/loBJCWxn4CIiAqPIdgNICIqNLYU6JJPQCSfgEi9AGFLBRzpgDEC0hQNGV0WWtkGkJGlgt3S4Eq/Al3ycYjkkxBpFyHsaYDDCpgiIU0lIGMqwFmmAWCJydPlNU1i+79ThsWbLqF5qUT0K3sWxnVpkJYYyLiqcFZoARgteWt/6iWYtnzv+menDbrz+yDjK0FExOXteiFMXD4C3aVDECkXINKTAFMUtMgEyJgK0Mo2BETxfofPaBR44VngrrslbLbM+Ov/k/hmKhAbW8Q7qKSEuHYGIvkEdFdOQlivAfY0ABLSFA2YY6Al1IJWqhagK1qPdCLlPHQXD0JcOQlhSwHsqYDQQ5qiAEsstJLVocXXyPvfOQBoTujO7YLu/B6ItCRAZ4CMLAVn+aaQ8VXzfFn9viXQXziQsS3N0bC3HJ33dhIRERFR4ZEadBf2u/Kca2ddz886PWCwQEaWghZT0fX8bI4OdksLhKZJzJyVWWSMN13C4FaJaHj1HLAuNfA5978cNbu4ckhShHrOXVz17gl8OQWwyCuoGn0EpS3ncPjni2jT9N/+L73x377CEtDiKkOLrw4UtT4lWwr0p7dCXDsLkZ4MOO2QkaVc/ytbH4iLy/89mHMTERWYotWTS0QUQOLqaegP/w39yY3Qn9kBcfkIBHJ+E1aLrQJ7g35wNBoMWaKsX/fSH1+PiJ9G5bfJHtkbDIC155sFcm0AEJcPw3D4H+hObYL+7A7okk/4dZ4zoQ4cDQfC3qA/EBHv9/2OHQfKYC9eafMhOpZdCZ2QwGm4/vcvqTfD3ngwbO3uz9W1AcC88m0Yd/2SeS2DBShbL1fXCGlpl2HaOA2GA39Ad/mI18O0iJJw1ugMe8s7oSXULrz2BVi1qgL33wu8/1Hm3/7Fi8A7/yfx6kuAEO4F+ogf74D+xIZ839v+7/9HZYmljFkKGVvR8wlOO/QnN0F/dBV0Z7ZBf24XhPVqjveRejOc1a6HvdEtcNa4AfDwMxUGcfkojNt+dH22ko/neLwUejgrt4ajTi84Gg4A9Cb/bqQ5YNz0LYwbp0KXesHjIc6EurB1eBDOml1z8RMA4tJhWBY/AeG0Z8SsNzyTq2sQERERUSbD9tmw/PG81/12AKL5EKDrK/m6j+5koutZ9NDyHJ+hJQRkyepwVm4DR62b4KzaPl/39puUEJePQH9mO3Rnd7j+/9xuCKfV6ynXHt2dq1v8/Y9rOa/aMXsxoV6WnPuvbE0JYM6tlSgPW6s7c3WNkBZmOXdeieSTiJpyY8CuZ+3yHOzNR/q+59XTMOxZhHInE/FHj12I053N3JkMYKX3c52lasJZ/QbYmwyFjKsckDbnmuaAYe9iGLd8D92Z7RDS6fEwCQFHhcYQjfsD9Qb7n2tnuQ9zbiKigsXiPBGFJPOyl2HcOjNP5+qSj8G85mOYNkyBrf0E2FuMcr1pH4Isc8bBcOTvPJ2rv7AP+hVvwbTuM1g7PwlHw4F+nZe0ejG+7fgMLHrvHRDCaYVpy3cwHPwT6QM/g5ZQx+uxWelObFQ6CQBAK9sQBj3/cwcAhq0/wPzPhxDW5ByP1aVdgm7nXBh2z4e92QjYOjwMGCMKvpEFYNBAYNUaYH2WevtfK4AlvwO9egSvXVmJpGOInDHINco8t+c6rTAcXAbDwWVwVmiB9JtegSxVswBa6YXTDtPf78G45XsIzZ7z8f8S0gnDsbUwHFsLbcOXsN74cs4do9arsPwyAYYT630epr+wFxG/3A9by9GwdX7S7zaZ/3xF6SRwlqkPe7MRfp9PRERERJnE1dMwr3irYO9x+SjMf74Cw9HV/p8DCXHpEHSXDkF3YiPSRs0vwBYC+mNrYVz3OfRnd0DYrhXYfaSUmP6tRPcKi/FK82cLLee23vA0YIryckZ4Cdecu7jQH/kH5r/fBQDE5XLSAv3Fg9BfPAjjpumwNxkKW+cncl/0zgfd6W2wLHocuuRjOR4rICFPbYM8tQ0Ra6fB2uVZ14v8/mDOTURUKDh3DhGFJJF6Kf/XcKTBvPIdmBc/CWie30Yt7kRaAH5P6cmw/PYMTCvfyfFY3clNuO7Uk26dBI6a3WBrPRbOso3V46+ehmXeeCAt24J5nmgOmJepoy0cVa+HLFEu53PDgGn5G7Ase8WvToKshOaAadM3iJgzDshD4bgoEELgmScFYrKtxPD+hxKnTheNdeWEIz1Phfns9Kc2IfKHYdCd2pL/RvlDc8AybzxMm6bnqjCfnS75BCxz74Vh7yLvB0kJy6LH3ToJtOhysLUYBXujwZDGSGWfKfFrGDdM8asNhj0LYTi2NvN2QgdrtxdD9uUsIiIiogIlJcy/PVugxWj9gWWI/O6WXBXmg0F3YS8Mx9cW6O8CANauByIvbsLrLZ4qvJy7emc4a9+U77aHgnDOucOJ0BwwbfkOEbPvAhy2nE8IAMPOuYiYdZtfhfnsdMknYPnlfhi2/5Tzwcy5iYgKDYvzREQ5MO5d6FfhucAEaYrq3DJtnArjpm99HmP+81UYhEOJrS/5NNL7fwxbx8eQNmImHLXUxF535RRMayfneH9j4nToL+7P2JYGC6ydJubiJwhdphVvwbTZ97+bnOhPbkTE3HsAzZHzwUVQQoLAkxPVv6XUVOC1NySczkIs0BfCn7OwXUPE3HEQV88U+L1Maz+D4eiqgFxLaHaYf38eIvmkx/36A3/AcHiFEtNiKyP19rmw3fAUrN1fRdrgaZA6o9rG1ZMgrp3zfXPrNZiyjepyNL4VWvmmuf9BiIiIiAiGbTNhOLamwK6v37cElvkPBeQF11AgpcT0bySebvwajDo1Z7PeUIA5d9fnAvMDFHPMucOP/mQiTKs+LPj7HF4J8x8v5OtleCE1mP94EYZd83zfizk3EVGhYXGeiMKKNFjgLNcEjlo3wl6nJ5xlGkCKnL8KjZtnQHd+byG00J2zcptCv6c0RcNZoTnsdXrCUbs7nH5OkW1a/aHXB3Ld8fXQn9+jxE6kVILp+ixrggkdrJ0edzvXuH024PAxJd/V0zCt/VSJ2dreCxnjZW3vMKI7vh7GxOk+j3GWqQ973V5wVL7OLcnKSn8y0e83oouizp0EevdUY9u2A9/nbQWMXNPiqkCWKJ/782IrwVGlHex1b4ajWkdIP9aEFNarMP/1v7w003/2dBg3fZ3jYc6EunDUugmOqtdDiy7r81hhT4UxcZrHfcbN37nFbNeNByLiMra18k3gqNdbvabTmuMoAdOqD6FLOZ95nchSsF7/iM9ziIiIiMgzkXQc5pXvFtz1Lx2CZckzXtdb/o8WlQBH1Q6u5+jaPeCo1MavZ+niaPMWwHxmA+rGqv0WWmwl2JvflhkIdM4dWylf7Q4FzLmLt9Np5bD2/HX441R3LDzRB6eiO0OLqeDXucatPxTsbAfWq7AsfhLCxwsbWmQpOGp2g71uLzgT6no9TkDC/OfrPl/iZ85NRFR4uAgvEYU8qTPAUbs7HPX7wVm5LWC0KPtF0jGY/3zN59rrQjph2PYjbN2e97jfWb4pUsYszVP7IuaOg+7SIY/7tOiycNS9OU/XzS1psMBRvx8cdXvDWbEFoFcTRt253TD/8SL0Z7d7vYawpcCwZwHsre5y2+dp1MSGyx3Qtbr6coSMqwytZE3oLh3MvK4jDfpTW+Cs0tbjfc3L34Cwp2ZsayVrwN7qzkKbYiwYxLVz0F3cD2fVDt4PctpgWfoiBDyPDJfmGKT3/QDOKu0yr3vlFCy/3O/2IsV/TGsnw1GnJ2R81Xy1P79E0jGIlAvQKrbI1XkPPSCweavE6dOZsa+mSrRpDdSt4xrWnn7ze3n67OiP/A3Lspe97re1GAX48TIQAGixVWBvOgyOml3df9eaA4ad82Be8T+fI4X0B/6ASLkAGZXg1z1zS398jc/7azEVkd7rbfXfkeaAcdO3MK18x+vn0rD/D9iyj8Cxp0N/erPbsc7qnTzEOrutg2k4thb2dvd7vJ/u3G5Xp0oWtk6PA5ZYj8cTERERkQ9SwvLbM0p+FlBOGywLJ0I40rwe4qh1I2xt74VWtqHH/eLyERgOr4BhzyLA7v06BUWaoqCVaQBn2cYQ1mQYd/yc72tO/1aibYJ7zu2sdr1bDhLQnDuEMefOW84dCKlDZ0BG526JQpmlgOzzOHMJ18s61TvCWfk6vPpyNFZn+dNpYgc+naSD7vQ2mP98zXcfmCMN+mNr4Kx1Y67a6i/Thq8g0pO87re1uAO2jo8BelNGTH9oOSwLHvP4HSls12D+8zWk9//Y/WLMuYmIChWL80QUsqTOAHuTYbC3HuNz3XEZVwXpAybDMm+8zwK94dByr8V5GMyQsbkfpa07vt5rYR6A6w13vfe3qgNBGiJgb3UXbM1HAj5GEWhl6iNtyHREzBwJ/fndXo8zHFzusTgvLh9xi9ljq0Gvd5/nW4uvqnQUAIBIOgJ46CjQH14JwwH1xQhr1xdcyUmoFeet12A48AcMu3+F/vh6OGt08dlRoD/4J3Qefu8Zl7vxRaWTAABkTAWk9/sYkdP7QDjS3c4RTiuMW76Drcszef4x8iz1Eox7F8OwZz70p7fC1vx22HLZURAVJfD8M8CEhyQ0zRVzOoFXX5eY8gVgNgvIqNJ5ap5h72Kv+6QlDo6GA3O8hrNUTdjaPwRnrW7eC/k6AxyNB0OLr4aIn0Z7HTEkpAb94ZVwNBrkV/tzS+dl+vn/pPd4w70jR2eAvdWd0F08AOPOOZ6vm3IOsKcrL1KJKychnOo0ftJcAjKylNv5modOLJF0xHMjpYR56UvK79BRqQ0cDfp7+amIiIiIyBfj5m+gP7lRiUmdETKyJHTXzub/+ltn+cxHrV2eg735SK/7AUDGV4M9vhrsLUZBXPH9TBsIWkxF2JqNhFauEZxlG0OWrJ7xrG/YOTffxfkdOyUSNwFDWh51v3d8Nc9tClTOHWqYc+c75w4EGV0uT31sOXHW6IKUen2VXPPm3hKr12S+XLFtO3DsmESVKk2QNuRrRH4z0Oda77orp+F7Do+8M+yc53Wfs0IL2G542j1eowts1z8M819vejxPf/BPiKRjkHFVlDhzbiKiwsXiPBGFJEfltrB2eAiyZA3/TtDpYe3yLAzTeno9RFw9AzjtAS2WmxK/9rpPmqJgbzI0YPfyxFG7Bxz9+kGW8D3VdAZjBGydJiLi5zFeDxHJxz3HrVfcYgkVoj0eK01R7uenJ7sf6LDC/OdrSshev6/Xt/2LJacN+sN/w7BnAQwHl0M4vU81mJ1xh+fiJ+DqIHLU7e1xn4ytCEednjB6WY/MuPtX2DpOBAyF0BljT4XhwJ+uzpFja3xO5+avJo0FRo6Q+HZGZuzIUWDy5xIPP5i3ReF1Z3fCcGK91/32psMBY4TX/dIYCWuXZ2FvOgzQ+fd4plVqBUfd3jDume+9XT46EfLNx6h5aYqGVqm11/2O6p29FucB1/eFzFqc9/D9IU3evj/c4x6/PwAYtv8E/ZltmefqjLB2e8Fru4iIiIjIO3H5MEz/fOAWt7W9B4bj64D8FuelBuPmGV5321qOzrEw73bJQlgKzVnrxgIbWQu4ZgIDgBhjbp6ZmXNnYM4d8Jy7qPI0q1z764C4OCApKTO2cLHE+HsEYIyEveEAmFd/5P2iHl6wCATdud2uF9e9sDe+1es+R6NbYF75DuDh36WAhHH7bNg6PqrGmXMTERUqFueJKCQ5mo3I9Tkyviq0uKrQJbm/bQ64HmBF2mXI6DL5bZ7repcPQ3/oL6/77Y1vBcwlAnIvr/doc3euz3FWbgtpsHh8wxsARNolz+fB7PYfnSoVvCR9npJBg9ktZFr3GXRZXgaQ5hjYOj3h+ZrFiZTQnUyEcfd8GPb9BmH1nOT4lHYZ+qOrve521Oji83RHzS5eOwpEejL0R/+Bs2bX3LfLH5oD+qOrYdi9AIaDywpkSsy7RgmsXy+xd19mbPYcoN11Em3b5L5Ab/T1oo3BnPPonexrQfrJWb2Tz+K8SL2c62v6y9Mb9Bn7jJGA8PF79NAZmHEuBKQ5Rg16GpWj2d1jgJfvD4t7LO0yzP/8nxKyt7oTslRNr20jIiIiIi80JyxLnnbLE51lG8L+X3E+n/SHVnh9+VRaYmG7zvOUyqFsy1aJjYmuf7Zqnp6ZmXN7FIicOz2JOXcIMBoFenaXmPljZmzJb8DdYyQMBgHpY4ZJwHPBPxB0Fw/43K+VaeB9pzkaKFkduLDf427Dvt/civPMuYmICheL80REWciIOMBLcR5wFdkCxbTxa+/rkukMsLe4I2D3CiidHtIc7bU4D73n39EFawKyj0moEHMemqdbXDvvFpORasIjLh+BceNUJWa9/uECS4wKg+7CPldyvGcBdFdP53yCD/qzO71Odw4AWlkfiRxySPQA6E9vC3hHge70Vhh2z4dh72LovLzkEShGo8ALzwJ3jZOwZhkY8cZbEtOnAHFx/hfoxdXTMOxb4nW/o0F/n4Xs/MhpXb1Afmdl56zU0us+kXoRSEsCvLQv+xSaWWmlainTDALwuNSASEvyOJuJ5+8P99+/eeU7ytv9WkxF2Nre67VdREREROSdceNU6E9vVWJSb4K1x5t+zwyVE8PhFV73OWp3dxWkwoiUMmPUPABcTHfPhT09G3uLM+fOHf253cy5C5o93TWrmt7oGrwSoO+S7Hr3Epj5Y5a/pUvA2vXA9e0B/fk9Ps91ViiYaf9F6kWf+6Ulxud+ERnvpcfx3xn2suXrzLmJiAoXi/NERFmIq96n2ZMR8YAlNjA3Sr0Ew65fvO521OkJWaJ8YO4VaE6bz9G43ta025ncFBXxkxIznd8OtxK/0w6dhzUEneWbKdvmP1+FcGauKe8s2xiOAl4GoCCIq6dh2LMQht0LoL+w1+/ztKgybmvXZaU7t8v3+V7+Pf1HxlSE1BkhvLwpndP1/SUuHYZxzwIYdi/I1RTsWmwVOPO59l3VqgL33Qu8/2GWJPwi8L93JN58DRC+Rn5nYdz0rfep/4SAveXofLXTF3H1jM/90sNacIEi46vDUbUDDEdXue0T0gnTus9gu+Ep9xOtV31OR+poNMj9XtFloJUor3SgCc0B3bnd0Mo3UY7VZZky7z/Zvz90Jze5rd9n7fqsz6UHiIiIiMgz3YX9MK352C1ua/8gtITagbvPqc1e9zmqdgCkdI0G3v8bdKe2QHftHGBP/Xfd5JLQyjeFs0o7OGrfFBLrpW9MBLZkeR9i2+VmuKXabOUYT8/GzLn9k2POnUPRljl33lmWPAlx+Qh02QrU0hILZ9lGcFZoDke9myFz+B37q0Z1gQb1JXZl+bNYuEiiU7UtMOyc6/U8R7WOBZdzZ/nb8yin5QdyOF9/diec1TpkbDPnJiIqXCzOExH9S3duF3TXvBe6HFWuC9i9jFt/8LmOmb3VnQG7V6DpD63w+Xa408vvaeGBzuhY1oIIQ2Y5Xn9sDUTScci4yhkxw96FENnWsnaWbQQZWzHLMYtgyDJ9nBR6WG98ERC6XP88QZF+BYb9v7k6B05s8DqDQnZaZAIctW+Co24vaBVb+vx5ded9dzrkOJJbCMjIkhBe1oXMqSPC56VTzrv+He5eAP3ZHX6fp8VUgKNOTzjq9oZWtmGe75/VoAHA6jXAuizLxf+zCpgzF7jFvUbszpYC4/afvO4WdbtDlqwBSP/+HeeW4dByn/sdlQP3veWJ9caXoPthmFunCQCYNk2H7uJ+2JsOh4yrAtjToDu3C6Z1X3j9rnWWrge7l2VJHHV6wpQ4TYkZt82CNWtHgdPucS17R50emRuaA+ZlLyt/d46a3eDMYdpJIiIiIvJAc8D829NKERdwjSYNaF5rvepzmmeRnoSIb/pDf9F9GmeRdglIuwT9xQMw7vgZWnQ52NpPgKPRLYFrXyHLPmoeAHY5O7stQcecuwBz7hymHWfOnXf6k4ke4yI9GYajq2A4ugqmNZ/AWb0jrDc8E5ACeZ+bBfbvtSLOmIRaMfvR+eoyRPw4x+vLE1pUadffRAGRljif+3XJJ+GMreT9/Mu+X8TQXTqkFOcB5txERIWJxXkion+Z1nzqc7+j8a2BuZHDCuPWH7zvrnxdjtObBY3mhGn9F153S6GD3cOoV4dDYu2OkvgxbThG1cp80BeaA5ZfH4C155vQStaA/thqmJf/z+18W7ssawfaUmD66y1lv73p8KAmjn5x2KA/9BeMe+ZDf3ilW+eVN9ISl9E54KzUBtDp/TpPpPleazynRA/4d7YILx0FIj3Jr3ZksKXAcOAPV+fAsbU+X/DISosuC0edHnDU6QWtQrPc3dMPQgg88yQwaoxEUlJm/OPJEk0aA7Vr+x49b9z+E4Ttmtf9ug7jA9RSD9c+uxP6Q96n9nRWbFnga7nJ2EpIG/INLPMf9tgRaji6WunU88VZpj7SB37udRSTveVoGLf/qHQkGnbOhVayOuxNhkHYUmD6+13oLh9Rr1uuCZw1bsjYNm76BvoL+zJ/BmMkrF2e8auNRERERKQyrvsc+rM7lZg0RCC9xxsBLeTqrpyEkJ4WRXOxLH3J/2tdOwPL78/BfnwdrN1fK5aj6NeuA3ZmG1g9cEQp2EuMgCkxcyp65tw5y3vOnZTjdXO8dxjk3AVFQMJweCX0JzbC2u1FOBr0y/U1jGsnw7z6IwDACAAj+mQ7wMtXjrN8M6T3ehsyJvvijYEj46r43K8/ugrOKm097tOd3Qmk5rBsgfWKW4g5NxFR4WFxnogIgGH7bBgOLvO631H1ep/TmeXqXrt+8TjK9D/2VncF5D4FwbTmY59vXTsa3woZX90tvmcvYLUCk3Y/iGYlN6NpyS0Z+/QX9iJyhvchyraWdyoP+aZVH0KXci5jW4sqDVuHh3L3gxQWqUF/fAMMe+bDsP93COtV/04zx8BRqxscdXrBWbVdntZVE1bvBWMA/nVA6YxedwmnHXBYAV9rmjvt0B/5x/XzH1yujODwxTVaoXuW0Qr+r/+eF6VKCTz7NPD4k5lvddvtwIuvSEz5AoiI8HJ/zQHjpm+8XldUagFdteugVP0DxXoN5iVPeu1wkUIH6/WPBv6+nu5VsgbSbvsZhp1zYdw6E3oPU2T6okWUhL3laNhbjvL5uZTRZZDe83+wzH8oo2NWQML893sw//2e53Mi4pF+c+Y+cfUMTGs+UY6xXXcfZEyFXLWZiIiIiADdud0wrfvcLW7r+FjAp3oW6e6FpPwy7p4PALD2ejvg1y5IUkp8mW3UfIUKQO+egE08BP2pTdCf3pKxjzm3h9MCkXP7eEkbAHPuQiLsqTD/9jSkwQRnnZ4Fei9HzW6wNxkCZ/VOBXofwDX7iDRGQthTPe43bv0B9saD3Yv4mgOmle/meH1PfyvMuYmICg+L80QU9vT7/4B52cte92uRCbD2eD0wN5MSpk3Tve52lqoNZ/WOgblXgBk3z4Bp3Wde92sla8Da6XGP+zZvcf2/Q5pwz5ov8Xb7F9EpfpHP+0m9CbZ2E2Bvc3dGTHd+D4xbvleOs3V+EjBHKzH9oeUw7PsN+pObIa6egpQaoDdBZ4qCcdO3sDcfCVhifN4/P8TVMzBu+haGvQuh8/IWfHbSFAVHja6ut/Wrdcj36I0cOwoMflw/h2OE9Sqkh44CcfEgTFtmwLB3id9v+8uIeDhq/TtaoXKbQp8usV1bgWFDJGb+mBk7dhx4/yOJZ5703FFh2Pebsh5bdgU2at6ehoh590J/8aD3Q9qMg1aY6wNqTlfnUS47taQlDrYOD8FRv49fn3lnrRuRPvBzmJc85fMlJ+Dfkfh9PoTMMtWf+a83lc4NZ6narpcCshAp52HY/hMMR9dAXD4CkZ4MGC2QUaXhrNACjvp9XZ9RIiIionDmtMG85Gm3KZ8dla/zukxRvqQnB/6acBXonRVbwdFkSIFcvyCs/AfYt0+N3TlKwGAQAExIGzwF5t9fgHHvQp/XCUjOfWoLROpFwGmFtMRBK1UTzqrXw9741jDIuVN8H8Ccu9AIqcGy+CmklmtcoKPZ9UdXQRpMkFGloZWpX2D3AQAYTHDU6elxCnnA1ecTMXME7G3ugbNya0i9GbpLB2HaOA36U5tyvLy3zy9zbiKiwsHiPBGFNcOueTD//jyE5vC4XxosSO//CWR0mYDcT3/4L+guHfK6v6iuNW9c/wXM/7zvdb8WURJpAz4DTFEe92/anPlWf7ozEisS3kGroXfCsHMO9Cc2upJpexqkuQRkXBU4q7SDvclQyBJlMy8iJcxLX1ZGCjuqtoej3s0Z2yL5JCwLH4X+zDb3RjjSoXOkw7zmI5gSp8La9fk8TXvmD/2xNcpUgt5IQwQcNTq7kuPqnX2/EZ9rOaypJyWQ08vxOa6T7nm/ce9iGLfOzOHc/0Yr3Oj6+atcl6fRCoF0z90CW7ZK7NmbGVu0GGjdSuKmbu6/LGO2tdiy0mIrw9DgZq/78ywtCRHzxisjYbJz1O4BW/sHA39vL/RHV8H827N+d4plJdKTYFn6IuQ/77s6BpuNyHHUhrPa9Ugd8weMO+ZAf3gFdOf3ujqkdAbIyFJwlm8KR+2b4Kx1k3It/eG/Ydj/e8a2hHCtEZjlc2dM/BqmVR+6jzix2iGsV6G7dAjGHbPhqNoB6b3fASLic/0zExEREYUC05pPob+wV4lJU7TrxfYCGIUr7Gl+HaeVKA9bm3HQKjSH1Buhu3AApsRpPp+fTWs+hqN+P8BoCVBrC46mSUzJNmq+SmWg+41ZAsZIWG9+F/aWows15xYp56FLOQ/DsbUwrfuMOTdzbr9pcVXgqHo9tIotoCXUhhZVxvVCiD0NustHoD/yN4xbvvdZLBZOK0z/fAhr74KbCUM40mHcuxiGfb/D3mYcbO0fKNBZB2zt7odhz0IIp9Xjfl3qRZj/eiNP15bGCK/7mHMTERW8ovlfZCKiQmDc8BVMf/8fhJdkR+rNSO//CbTyTQJ2T9NGH8W8qDJK0lskSA2m5W/AtOU774dY4pA+eCpkXGWP++12ie3ZZsJv0VxAK9cItnKN/G6KYftPSoeK1Jtg7fp8xrZIPomI74dAl5bDulpwvWFsWfIkrNYrsDe/ze82BILUm+Gs3hGOur3gqNEF8JEQ5es+phK+D3Dac15LL4c1+nK8h8dzouGo2cXVOVA1/6MVAsloFHjpeeDOuyXSsvT9vfOeRIN6QMWKWZLO4+vd1tbMyt5yFMy6wI5EEFdOIWLO3T5f8HFU74z03m8X2rSE+n1LYFk40e/1DL0R6UkwL38NulOJrmlFc+o0MkbA3nykaxYMfzisMP/5mhpqONA1heO/TCvfgWljzh18AGA4ugqRPwxD6ogfAUusf20gIiIiChG6M9th3PCVW9x6w1MFNnWx9PIieFZaZALShs9UXq53lqyBtJpdYJkzDobjaz2ep0s5D/3Rf+CsdaPH/UXJ8r+AQ4fV2F2jBfR69+d/5twFnXNH+z6AObdvBhNszW+Ho9EgaKXreT7GXAJaucbQyjWGvelwRPz6IPQnN3q/5L4lrmKwH98X+SGkE6Z1kwF7Cmw3PF1g95ExFWDt/iosi58I/LVzymOZcxMRFajQmb+GiMhfUsL015sw//2e98K8MRLpAz6Bs2r7gN1Wd3Yn9Cc2eN1vb35b0UqaHDaYFz7mszCvRZZC2q3ToJWu6/WYXbuB9GwvxDZrmsu2pF12G7lvb303ZHy1jG3LwkfdOgkcNbu6kvGGfYGKzSCzvbZuWvEWdOd25bIx+aOVa+xa265axwLrJAAAac6po8Dzm9fqMd47CqTemKeRJc7KbeCoeSOcldsVrc/7vypVEnj8UfVzkprqWn/ebs/8vvA1al5aYuFodEtA26W7sA8RM0f4LszX6IL0vh8V2u9VJJ+E5bdnva97b46FtfOTSLlzCa49tBXXHkhE6vBZsDf0vt6lce9imFZ9FPC2mtZ/AV3yscy2WeJg7TQxY1t/aIVbJ4E0l0Banw9w7YHNSBm9CM5KrZX9uqRjsPzxQsDbSkRERFSkOaywLHna7RnQUb1zwJ+BFeaci5T21mM8z3qnN8KW5dnPE8ORf/LaskLjcEh8OUXtw6hRHejaJQAXz2vOXbs7UsYsxbUHEpF+48uQ2dZQD+mcO8fiPHNuX2RUadi6POO9MJ9dRDzS+n8CLaKk10OEZof+2Bq/22BvfhtSxizN/N+oBTjV41u8svVl/HGqO+ya75fGTZu+gf7oKr/vlxeO+n2R3u0Ft7+tfAtwwZs5NxFR7rA4T0ThxWmDedFEmDZ94/UQaYlF2i1TXG8YB5DRx6h5aYyEvcnQgN4vX6zXYJk7DsZ9S7weosVUQNrQGTkmUv+tN/+fmjWB2Njcjeo1r3xXWUdNi6sCW5Z18fSHlrtNq6fFV0P6Ta8BpkgInQGiZHXIUrWUY4TmgGnt5Fy1Jb/0JzfCsuRpRH12PSy/3A/D7vlATmvV5YGMiPO5X6RdzvEawseICGnxfX1vDAf/RMSChxD1WQeYF06E/sBSwOFHp0Uh6n6TQK8eamzPXuCLr1wdYeLSYegPrfB6vr3psIB2AulObEDErNt9Thtvr98P6f0+8m9dwwAxJk5T1pLLSpqikDr8e9hbjoaMr+rqFDJGQivfBNYer8Pa0XvnqDFxGsTV0wFrp7h81G1kl7XjY8r0eKY1k9zOs97wDJx1erjWvitZHWn9JkGa1Q4Mw/7foTu/J2BtJSIiIirqdJcOQXfpoBKTllhYb3qlQO8r/SjOO6pd73WfVrYhpI/pkUXSMa/7iopf5gMnTqqxMXcK6HT5nzUrzzl373cgYysCxkg4mgyBvc045ZiQzrlzKG4y5y4Alhg4Gt/q8xDdxQP+X89cAjK2Yub/StVETMNWOF1+MB7f+D4GLf8Ve5Pr+LyEcb37LCKB5mg6HGlDv4WznH8ze2qRCdAP+hCI9P4igxZbMVDNY85NRJQHnNaeiMKHLQWWXx+AwcdbtFqJ8kgb9IVbETe/xJVTMOz/zet+e+PBgCUmoPfMK3HtHCxz74Hex8Ovs3Q9pA/83POohGw2b1Hf7G/RLHft0Z3aDMPOuUrM2vV5Za04wz7336290S2AXn2zWIuvAnHxgDJjgv7wSsCeHtD1BbWSNeEsXc/n71A4bTAc/BOGg39mTrtXpyccNbsAxsj8tyGhLrB3sff7p15URkG4kRpEqvfOBC3B+2wJznKNoMVVgc5HB5ewp8K4dyGMexdCmqJcsxzU6QVntaIx7d4jDwns2CVx/Hhm7IdZQMsWEp2vTPOxHIYJ9maBm7ZRv/8PWBY97nWNOQCwtboLto4TC20q+/8YDv7pdZ+9yVDIkjW87285GsZN30CXcs5tn9AcMOxdDHuruwLSTvOfr0JkGZHirNBcGdUlkk+4LVEgTdFw1O+jXsgSC0fdnjBum6WEDfv/gM3f0R5EREREIUikJyPqi855Pl9u/hFRm39UYtce3a1sa/FVIYXe53JKMqaSz/toMZWg91Iw9aeQGkwpKRLTpqs5SMMGQKeO+b92/nJuNXezNx0K49pPwyPnLlUbOPCH9/sz5y4QzhyWahCpOS+7kJM+vQXWrJU4nlIVD677FL926w2z3vMsB/qTGwF7akA+U75o5ZsibcQs6E5sgOHgX9Cf3Ahx9fS/a8EbXWvBl2sEZ/Ub4KzbC6YIPTDnIY/XkhBwlm8WsLYx5yYiyj0W54koLIiUC7DMHQf9ud1ej3GWro/0gZ/5VXDOLePmbyE0h8d9Uuhhb3FHwO+ZF+LyYUT8fDd0V056PcZRpZ1r6uycpk0HYLN5Xm/eb5oD5qUvK4m9vU5POLONiNCf2uJ2qsc3ig0WyOiyENfOZISE0wbd+d3QKjT3v105Nbt8E6TdPhe6C/th2LMAhj0LoLtyyuvxwmmF4cBSGA4shTREwFm9E+x1e8JZvXOeR2BrZRv63K+7dFhZ+8utTUlHfXZ8+bq+s8YNSK1xA3Snt8Gwez4M+xZDl3rR+71sKTDung/j7vmQ5hJw1OwGR52ermUl9AGeus1PkZECr7wAjLtPwm7PjH/83kV07fCr1/Mc9ftBRiUgEGVyw9aZriRXah73S6GD7YZn/F8DLpCs16DzMbrd6eOzBQDQ6aGVawzdwWWed2dL3PPKsHcxDFmmGZQ6A6zdXlReZPD4/VGmgcd1753lmrh1FOiyrMtJRERERAXEGAmtZHXofY2KzSl38LU/SyG6KPphlkRSkhq7714Bkd8XdAOcc8uo0pAlyikzYYVszl3Gd7GQOXcB0fv+WxU+lgrwV/t2QFwskJQMnE0vj8SLrdC+zGrP99Mc0CUd97ncYyBplVrDlm36d7c2CQG5f6nX/bJkdWVUe34w5yYiyhsW54ko5InLRxEx527oko97PcZRtb2r4GyKCnwDrNdg3D7b+73r9ICMCdx0UnmlO70NEfPu9TliwN6gP6w3vep38rZzF2DLkhcJATTNxXrzxs0zoL+wN2NbmqJgu+Fpt+NE6gW3mIwq7fGaMioByFKcB1wvbxQELaE2bNc/AluHh6E7mQjjngUw7FsCkZ7s9RzhSINh/28w7P8N0hgJR43OrqS5eudcdRg5yzaEFDqvhV2djxdVAEB/1ve6gM5yjXNsg1a+CWzlm8B2w1PQH10Nw575MBxY5nUqdAAQ1qsw7poH4655kOZY11qBdXvBWeU6j4lbQapdW+C+e4EPJ2V2VPWM/wE6L6PYJQRsre4MyL1Nqz+Gae0nXvdLgwXpvd+Bs9aNAblfbomcpoXMocMEAKSPz3PWKTXzzJYC04q3lJC9+e1unSaevz8SPF7S0/eKSPHeCUZEREREgaOVa+K7OJ+e7HMaZ195mIwslZ+mFagLFyVmqhML4PoOQNMm+X8luGBy7tJAthd5QzLnLlOfOXcQZF3X3BMZ6TmXyw2jUeCmGyV++tm1fdWew0yXPn7fwaJt+sHrPkf1ToG5CXNuIqI8K/r/xSUiygfd2Z2wzL3H5xvE9gYDXOvjFdDbwsbtP0HYrnm/fz6nbo748Q7oT2zwfO0GA2Dt+WaO19Af/huWBQ/7TOBsbe6B7fqHc9W27OvN164NxJTwrwNBXD0L05qP1Ta0f9DzzAae3oz2llR6iAfizWqfhIBWqRWslVrB2uVZ6I/87Xq7/dBfEI5076fZU2HcuxjGvYtd09DV6OLqNKjWMee1xSPi4azaAYYjf3vcbTi0HLZuz3s9Xe9jynJpiXW1wV86PZzVO8JZvSOs9jTX1IK7f4X+6GqvM0oAgLAmw7hzDow750Ba4uCofZPr56/cFtDp/b9/PgweBGxMBFatBkw6K4ZUm+n1WGeNzj6ncveL5oR52cswbv/J6yEyIh5p/T8JyMgT/fH1iPhplNf9KWOWutaQzN6GHNZX1CUdgRMdcjjGR6eKKeeZOXJiWj0JumtnM7a16HKwtbvf/cDcfH/oPX1/hMj6jURERERFnKN2dxh3zvG6X392J5zVveQpthSIpKNez9V8LG0XiJw7P6Z+LZGeJW3U6YB7x+W/MF9gObeHvpWQzLktccy580gknwT0xjzNXGnYs9Dnfi2mQl6bpejdS+Cnn10v6teJ2evzWF8v9+Q1584P/f6lkIdXedwnhQ72ZoGZfY85NxFR3rE4T0QhS390FSy/Pui74Nz2Xtg6eF6DKSA0B4ybv/W621GpTY7Tjxc0w655MP/+vM9p963dXoCjyZBcX3vTZnVNvObN/D/X/NebyuhcZ+n6XhMIaYl1exNf2K5Bepqmy8OIX2mJ879h+aU3wlmzK5w1u8JqS4Fh/+8w7J4P/fF1Xt+4B/6dhm7PAhj3LHCtzVWzK+yNb4VWqZXXc+yNBnntKNBdPQ3DnoVw1LvZ/V6Xj8JwwPsUaPb6/XLuqPDGGAFHvZtd9027DOPeRTDsXgB9DtOUifQkGLf/BOP2n6BFloKz1o2wNx0GrYDXHRNC4OkngNFjJTpH/YKSZu/r19la5nPUvD0dlkUTYfAy1TsAaLGVkTboC99rFxYGowXSHAth9TwixbD9Z9ibDPWacOvO7PA5db0Wlb/lRXTn98K45TslZu3ytMfZUTy9aOB1ZgCr+4tWhfr9QURERBTGnNU7QosuB122mdD+Y9wx22tx3rhjjs8iZcBGkgbYoUMSC7LVIm/uDVSrmv/ifEBybk8HB/uZmTl3kc+5ded3w7LocdibjYC95Z1eR1FnZ0z8GvpTm73ulxBuSzJknLtxKrSSNVwzJPixHETtWgJ16kg0tc1E9RKHvd9Tb4SMLptz4/NIpF509W0JnV/H605thnnJU173O2t2hYytlO92MecmIsofFueJKCQZ9iyEecnTEJrd6zG2tvfA3miw641dP8mIuFxNfW/Yu8Tnusz5HTWfX8aN02Ba+Y6yvlxWUuhh6/I0nFU75O73FJUAq9OEndlmaWvRzL8OBP2RVTDs/y3zehCw3vii1ze3tfga0GXrKNBdPgwttnK2hknorrj/HFrJ6n61K+BMUXA0HAhHw4EQ187BsHcRDHsWQJ/DetvCdg3G3b9C2FKQ7qOjwFmzK7S4qtB5GSFiXvYKZGRJOKu0y7x28klYfn3A68gGqTcH7C1rRMTD3mwk7M1GQiQdh+HfjhDdpUM+T9OlXoRu2yxIvQm2Ls8Epi0+xMUJvPCMROUF33g9xlm2MbTKbfJ+E+tVRMwbD/3JRK+HaLGVkN77XUBn9P/vUaeHLFEu7+3ywVG1HYz7lnjcpz+/G5YFj8B640tuowh0JzfBsmii1+8dAHDm53cpJczLXlY6Xx3VO8FZu7vHw7V4979/3WXPnS+6y0fcz8/vbAlERERExYhWqiZSxngvKnpjWfgo9Ge2edwnGtyMlPaPQHp/PPz3QB3sLW6HeeU7Hncb9v8O47rPYG99t5I76g/9BdOqD7xeVouvDq18sxxung8Oq9dp3X0tKwcAMyafQLksM62bzcA9gwVEssjXaNuA5dxl6mc70OlxSUHm3My5sxOOdJg2ToVx0zdw1rgB9vr9XHmgp0LulZMwrf0Mxh3el4wEAGel1l5H4+tPboJ55TvQYivBUas7HLW6QSvbyOtLECLpGF5pPQ11rszyuD/jnrlcDiG3DDvmwLj1Bzga9IejZldXmz28XCCunYNx8wwYE7/22hcqjZGwdno8/41izk1ElG8szhNRSDJum+WzMA8ApnWfw7Tu81xdN73HG3A0HOh/OxKned3nLFUTziC/nW/cMsNngUxIJ8x/vgYzXsvVddNunY4d51vDnuVfgU4HNG3ix8kOG8x/vqKGmgyBVt77YvXOqu1hOLFeiekPrYCjmvr7FakX3WZS0OKrQQZo2rP8kNFlYG85GvaWoyEuHYZx968w7FnosWPDb3oTrDe9AstPoz3+exbWK4iYfRecZRpAi68KkXoZ+pOJvl9quW48ZHzVvLfJCxlXGfbrxsN+3Xjozu50TUG4dxF0KecDfq+8aB27AhHR3t+Wt+dzrXn9ud0+C/MAoEs+gcgfhubqulpMBaSO9T4SPz8cDfp7Lc4DgOHAUugPr4BWrgm0EuUBzQHdxf3QXzzo87quKRw9j3bwh2HHz8poCmmwwNrlOa/Ha+WbQRojle8G3aVDEEnHIOOqqNc+vNLtfGfV9nluKxEREVGxozflrSjsq3hljoKMrQSZY3UesLe4w1Vc9bKet3nVhzBunQmtXBNIvQG6iwehv7DP5zWtHR8r0Cm89ae3+pzW2pe3y3cHymcL/juz/7VHfa9p7lUgc+66vdXYiY3MubNgzp0zoTlgOLAUhgNLISGglaoJGV0OMiIOwpEOcfkodJcO+pz1AHBN127r/ESO99Mln4ApcSpMiVMhdQZo8dUhS5SDNJcAICCsV6C7fAS65OOoBwA+xphIiMC9SOGrzVdPw7TuM5jWfQZpjISWUBsyqjSkIQLCdg0i+Rh0Fw/57N8DAGvX591y3Lxgzk1ElH8szhMRFRD9sXXQn9vldb+95Z1+TaVVXGWf0r5uHSA6Ouef17jhS2Utai2iJKzXP+LzHHvjW2Fa9zmEIy0jZti7GPYG/TO2peaE7rz7OmG25rfn2KbCJktWh63DQ7B1eAi6U5th2L0Ahn1LoEvzPqW6N87KbWBvOQqmxK+9HqM/t8vnZzXjWhVaFMpsD1rZhrCVbQhb5yegP7YWhj0LYNj/B4TNfXqzwmLaONXrvnRLRTi8vCEeypw1boCjeiePyfN/hNMO/clE5Kar09pxImCMyFuj0i7D/M//KSFb23sg4yp7OQGAwQR7k2EwJar/js0r3kJ6348yOmr1B5ZCf3KjcowWXRaO2jflra1ERERElHs6A6w93kTErJFep0XWXTsL3YE//LqcvclQOGt1C2QLi7yA5txNh0Gr0NwVcFhhWvW+27nMuZlz+0tAQn/xAHDxQK7PtbV/INfLRgrNAf3F/cDF/bm+HwDYm42Es8p1eTo3r4Q9FfrTW3N9nq3pcDgaDsh/A5hzExEFBIvzREQFxNeoeS0qAY56fQuxNYVv8xZ125/15kXSMZjWf6nEbJ0f9zitmSKyJGwdH4V5+euZ19LsiPjlPtfbxMYI4OppiGxrVznLN4Wj8eCcGxZEWoXmsFVoDluXp11TD+5ZAMPBP91GI/hi6/wk4HTAtGVGntvhrNgSaQM/B/TGPF8j14QOzqrt4azaHtauL8BwaLlrlMyRvyGcvmfGCCTd2Z1uCWJW0/begVvSdYiMLLQmFRnpPd9CxJyxOU4L6S9b89vhaHRLns83//2eMjWoFl/dr84tW9t7YDiwFLrkzE5Kw8E/EfH9ra5lPa6egSHbLAESAtZuLwD6PK4FSURERER5opWui7RbpiBizjgI65U8X8detzesXZ8PYMuKvoDn3LPvgqNub8iIOBgOLnebqpo5t//COefODwkB+3X3wd723kK9r63ZSNhu8L62e1FiazMOtg4PB+RazLmJiAKDxXkiogIgLh2C3sdoUnuz27yuaxUKbDaJXdlm2GvePOdR8+Y/X4NwWjO2nRVbwdFggF/3tDe/DeLaOZg2ZHY0CIcVIvmEx+OdZRq43tAtLg/5OgOcNTrDWaMzrPZUGPYvhUj1vG6hJ7auz0KWrAbTqkkQ1mS/z5M6A+xNh8N2/cOAMYjVZ6MFjrq94KjbC0hLcq2PqCucxxijj1HzybYYTN8xCOe/kHj04dCdCcOriDikDf4a5r/fhWH7TzlONeiNtMTC2v5BOJqNyHNTdKc2w7BjjhLzO5G3xCBt4GREzL0HuizfGfpzuz1OmSqFHtYuz8BZs2ue20tEREREeaeVb4q0oTNgXvZyjstDZScNEbB1eqxQpqMuagKfc6fDuHOOx+OZc/snHHNuGVMBWsma0F3yveRZTrTYKrDe9AqcVdoGqGU5O3y1OjbFP4geXXsW2j3zrGR1pHd5Fo6qHQJyOebcRESBw+I8EVEBMCV+7XWtJ2mMhL3psEJuUeE6dBhwODK39TqgaWPf5+j3/QbDkb8ztqXOiPQbX8zVfW0dH4WzYkuY1kzyOpJXmmNga3EH7K3GAEZLrq5fZBgj4WjQL9en2ZuNhL1ub5g2TnW9sXz5iNdjZUQ8HDVugL3laGgJdfLR2AIQEQdHk9ytvZ5X4sopGPb/7nX/7CNDke6MxJx5wA2dJVr48RJKyDFHw3rjS7A3GwnDznkw7P8NuisnczxNQkAr1xiOur1gbzAAiIjLexs0J8zLXlG+d+31+uZqikFZsgZSR/wE07rJMG77SZmyMytH5bawdXgoc/pOIiIiIgoKLaE20obOgGHvItcayCc2+Bztq8VWhr1Bf9ibjQAi4guxpUVD4eXcsbC1uJ05N3Nur7QyDZA6egF05/dBf2g59Cc2Qn96s9elKrKSxkjXUgINB8FZs4vfLxBYu70AR61u0B9dDf2ZbRBJx3Nco/0/KaIU/jjaCctPd8XfZzsjJlaPruMljMaCz/8dtbtD2FKgP7oKuvN7ITTfMxpInRFa5dYwtb4NolE/OK9eA6R/P6dPzLmJiAJKSBmIb+dMly9fzvkgCjohBOLi4gAASUlJCPDHgMgjfu7Cx+dfavj2u8zthg2Azz/V+TzHsP0n6K6ezdjWStWAo27vPLdBJJ+A/ugaGLf+AL1OAHoTHIYIpPf+PyAyLs/XDSXi0mHoLh2ESL3kmpbMFAUZWQpaTAVo5RoDwve/s3B24oTEqDES1sxBJyhfHpg+RSAyUoT9951IvQjdhX0QV065OljsqYDQA6ZISFMJaPHVoCXUCtjIEHH5KIy75ysxe9NhkFEJebugwwr9qc0Qlw9DpF8BDGbI6DJwVmwFGV0mAC0uGOH+uaPg4OeuYMTHB7ZoxDw9vPDvkoqLgH9WbSnQn94KkXIeIvUioDkhLTGQESWhlWsCWaJs/htdwLbvkBg/Qf099OsLPPFY/nOzAsm5T22GSLkAaHZISyy0UrWglWtSuFOzFwbrNViWvQSj0TVC2G63Ib3bS4A52udpzLlzQWoQV05Dl3QE4uoZCNs1wJ4GCD2kJQYwx0ArVRNaqVqB+b1Zr0F3+QjE1dMQqRcgbKmA0wrojP/mrVHQYipClqyBY5dKYvht6t/l668KdO5YyC/nO6zQXTwAkXwSupTzrjxbswN6k+tzFVcFWpkGEKbIgD8HMOemgsBnVipOAp2jc+Q8EREFXF7Wm3c0vjWgbZCxleCo2wuGE+sg/k2gYbcBev6n7z+yZHU4S1YPdjOKpUqVBO4dB3w4KTNxOH0a+Cxcp7fPRkaWgrNKu8K7X3xV2NpPCNwFDWbXCIBcjAIgIiIioiAzRcFZtX2wW5FnmibxwUdqYSI6Crh7TGDyiwLJuWMrBfSaoYY5dy4IHWRsRThjKxbO/czR0Mo1Aso1yvHQypFAk8YS27ZnxhYukoVfnDeYoZVtCJRtCGfh3pk5NxFRgPH1PCIiCqjUVInde9RYWE71TSHvloFA0yZqbM4812gXIiIiIiKi3Fi0BNi7T43ddadAfBzzaaJg691L/Ttctw64eJG5PxER5Q2L80REFFDbtgPOLK/wGgxA45xfRCYqdnQ6gaefEDCb1fgHH0k4nUzSiYiIiIjIP9euSXz+pZpDVKsKDBoQnPYQkarrDUCEJXPbqQG//RG05hARUTHH4jwREQXUxkS1Q6F+PSAigm/6U2iqVEm4TTO5dx+wcDGL80RERERE5J/p30pcvqzGHpwgYDAwlyYqCiIjBbrcoMYWLpJcI5uIiPKExXkiIgqoDYnqdquWwWkHUWEZPMg1qiWrz7+QuHJFC06DiIiIiIio2Dh2XOKnn9XY9R2ANq1ZmCcqSrJPbX/0GLBzV5AaQ0RExRqL80REFDAXL0ocPKjGWrdihwKFNoNB4KEH1M95UjLwyWdpQWoREREREREVF5M+kXA4MreNRmDCeObRREVN0yZAxQpqbNESjpwnIqLcY3GeiIgCZmO2UfNRUUCD+sFpC1Fhat1KoFNHNfbDzHQcOODwfAIREREREYW9NWsl1qxVY0MGu5bPIqKiRQjhNnp+6TIgPZ0FeiIiyh0W54mIKGDWb1QTkhbNwDXyKGxMuE/AZMrcdjqBN99O5Rp0RERERETkxm6X+OgTNVcoVRIYdTtzaKKiqmcPQGT5E01NBVasDF57iIioeGJxnoiIAkJK6TZyvhWntKcwUqG8wMjhamztOjtW/B2c9hARERERUdH181zg+HE1du84gchI5tFERVXZMgKtW6kxTm1PRES5xeI8EREFxOHDwMWLaqxN6+C0hShYRg4XKFNGjU36ROM0d0RERERElOHSJYlp09UcoX59oEf3IDWIiPzWu6f6Ak3iJuD0aeb8RETkPxbniYgoINZvVLfLlQUqVQxOW4iCxWIRmHCfmqifOQPM/DFIDSIiIiIioiLni68kUlLU2MMPCOh0HDVPVNR1vB6IjlZjHD1PRES5weI8EREFxIZs6823bg0IwY4FCj9dOgPNm6mx72dKJCUxWSciIiIiCnd79kosXKzGevYAGjZg/kxUHJjNAjfdqMYWLwE0jTk/ERH5h8V5IiLKN6tVYstWNdaa681TmBJC4KEHdMj6bkpqKvDtd0zUiYiIiIjCmZQSH06SkFlSg4gI11rzRFR83JxtavszZ4HNW4LTFiIiKn5YnCcionzbsROwWjO3hQBatQhee4iCrXYtgT69TUpszjzgzBkW6ImIiIiIwtUfy4DtO9TYHbcJJJRicZ6oOKlbF6hZQ40tXMR8n4iI/MPiPBER5dv6DWoCUq8uEBPDzgUKbxPui4TBkLlttwNfTWOyTkREREQUjtLSJCZ/puYDFSsAQ28NUoOIKM+EEOjdS+33+mslcO0ac34iIsoZi/NERJRvGxLV7datgtMOoqKkUiU9hg21KLHffgcOHGSyTkREREQUbmZ8L3H+ghp74H4Bk4kvthMVR91vAvT6zG2bDVi2PHjtISKi4oPFeSIiypfLSRL796sxrjdP5HLP2AhERmZuSwl88SWL80RERERE4eTUaYkfZqqx1q2ADu2D0x4iyr/4OIH27dQYp7YnIiJ/sDhPRET5kpjoKjj+J8ICNGoYvPYQFSUlS+owfKj6ssrqtcCOnUzYiYiIiIjCxaeTJWz2zG29DnhwgoAQfLGdqDi7ubf6N7xrN3DkKPN9IiLyjcV5IiLKlw2JatLRvBlgNLKDgeg/w4YIxMersalfM1knIiIiIgoHmzZL/LVSjQ0cCFSvxryZqLi7rg1QMlu+v2gx830iIvKNxXkiIsozKSU2bFBjrTilPZEiMlJg5HD172L9Bo6eJyIiIiIKdQ6HxIeT1Of+2BjgrtHMm4lCgcEg0KO7Glvym+tvn4iIyBsW54mIKM+OHQPOnVdjbVoHpy1ERdmAfu5v03P0PBERERFRaPt1AXDwkBq7e6xATAkW54lCRe9e6t/zpcvA6jVBagwRERULLM4TEVGebUhUt0snAFWrBKctREWZxSIwcoT76PntO1igJyIiIiIKRVeuSHw1VX3er1UT6HtzkBpERAWiejWBRg3V2IKFzPWJiMg7FueJiCjP1q1Xk43WrQEhOAKAyJMB/YBSJdUYR88TEREREYWmqV9LXLmixh5+UECvZ85MFGr63Kz+Xa9dD5w/z3yfiIg8Y3GeiIjyxGqV2LRZjbXhevNEXpnN7qPnN2wEtm1nwk5EREREFEqOHpWYO0+Nde0CNGvKnJkoFHW9AYiIyNzWNGDRkqA1h4iIijgW54mIKE+2bAWs1sxtnY7rzRPlpH9foFQpNTZlGovzRERERESh5JPJEk4tc9tkBO67h4V5olAVGSlwYzc1tmCRhKYx3yciIncszhMRUZ6sWacmGA0bADEx7Gwg8sVsFrgt2+j5xE3A1m1M2ImIiIiIQsGGjRKr16qxoUOBcuWYLxOFsr7ZprY/fRpuM04SEREBLM4TEVEerV2nbrdtw44GIn/06+M+ep5rzxMRERERFX9Op8SkT9Rn+5LxwO0jmC8Thbr69YCaNdTY/IXM9YmIyB2L80RElGsnTkicOKHGrmsbnLYQFTdms8DtIzl6noiIiIgo1CxYBBw6rMbuHiMQGcniPFGoE0KgT7bR8yv/BpKTmesTEZGKxXkiIsq1tevV7ZLxQJ3awWkLUXHU92YgIUGNcfQ8EREREVHxlZIi8dVU9Zm+Vk2gd68gNYiICl2PmwCTMXPbbgd++yN47SEioqKJxXkiIsq1tdnWm2/bBtDpOBKAyF9ms3Cb2pKj54mIiIiIiq9vZkhcvqzGJtwnoNczVyYKFzExAp06qbEFCyWkZK5PRESZWJwnIqJcsVolNm1WY9e1ZWcDUW718TB6ftp0JuxERERERMXNqdMSP85WYx3aA61aMlcmCjd9eqt/94cOA7v3BKkxRERUJLE4T0REubJpC2CzZW7rdEDr1kFrDlGxZTYL3JZt9PzGRGDbdhboiYiIiIiKk8+/kLDbM7f1euD+8SzME4WjFs2B8uXV2PyFzPOJiCgTi/NERJQr67JNad+wARBTgp0ORHnR92agVCk1xtHzRERERETFx569EsuWq7FBA4AqlZknE4UjnU64jZ5fugxITWWuT0RELizOExFRrqxdp25zSnuivDObBUYOV/+GNmwEduxk0k5EREREVBx8/qX67B4dDdw5inkyUTjr3dM10+R/0tKA35cGrz1ERFS0sDhPRER+O35C4sRJNXZd2+C0hShU9O8LlCqpxqZ+zeI8EREREVFRtzFRYsNGNXbbCIGYGBbnicJZ6dIC7a5TY/N+kZCSuT4REbE4T0REuZB91HypkkDtWsFpC1Go8DR6fv0Gjp4nIiIiIirKpJT47Av1mT0hARg8KEgNIqIiZUB/Nc8/cBDYuStIjSEioiKFxXkiIvLb2mzrzbdt41pLi4jyp38/oGS8GuPa80RERERERddfK4A9e9XYnaMELBbmyEQEtG0NlC+vxub+wjyfiIhYnCciIj+lp0ts3qzG2nK9eaKAMJsFRo5Q/57WrQd27mLiTkRERERU1DgcEl9MUZ/VK1cGbu4VpAYRUZGj0wn076vm+cuXA8nJzPOJiMIdi/NEROSXzVsAmz1zW6cDWrcKWnOIQk7/vhw9T0RERERUHCz5HTh+XI3dPUbAYOAL7ESU6ebegNGYuW2zAwsXB689RERUNLA4T0REfsk+pX2jhkBMCXY8EAWKxSIwItva82vXAbt2s0BPRERERFRU2O0S079Rn9Hr1gG6dA5Sg4ioyIqPE27fDb/8KqFpzPOJiMIZi/NERJQjKSXWrFNj13FKe6KAG9APiM82ev5rjp4nIiIiIioyFi0BTp9RY+PGCgjBHJmI3A3or343nDwFbNgYpMYQEVGRwOI8ERHl6MhR4NQpNXZd2+C0hSiUWSwCw4eqifvqtRw9T0RERERUFNhsEtO/VZ/NGzcC2rQOUoOIqMhr3AioWUONzfuFOT4RUThjcZ6IiHK0arW6XaY0ULtWcNpCFOoG9gfi4tTYl1OYuBMRERERBdv8hcC5c2ps7F0cNU9E3gkh3EbPr1oDnD3HPJ+IKFyxOE9ERDlatVpNGNq3AzsfiApIRITAyGxrz2/YCGzazMSdiIiIiChYrFaJb79Tn8mbNQVaNA9Sg4io2OhxExARkbmtacD8BczxiYjCFYvzRETkU1KSxM5daqxDexbmiQrSoAFAQoIa+3KKhJRM3omIiIiIguGX+cCFC2qMo+aJyB+RkQI9blJj8xcADgdzfCKicMTiPBER+bR2veuN3v9YLBwZQFTQzGaBUbernXzbdwBr1wWpQUREREREYSw9XWJGtlHzrVoCzZqyME9E/sk+tf3FS8CKv4PUGCIiCioW54mIyKfsU9q3aukqHBJRwerTGyhfTo19OUVC0/hmPRERERFRYZozD7h0WY2NuZN5MRH5r1ZNgcaN1Njsn5nfExGFIxbniYjIK7tdYt16NdahHTsgiAqD0ShwV7YOv337gb9WBqlBRERERERhKDVV4vsf1AJa2zZA40bMjYkod24Z6D5D3u49LNATEYUbFueJiMirLVuB1FQ11q5dcNpCFI663whUq6rGvvhKcl06IiIiIqJCMmcekJSsxsbexcI8EeXeDZ2B0glq7KfZzO+JiMINi/NEROTV6jVqglC/HpBQip0QRIVFrxdu02WeOAH8Mj9IDSIiIiIiCiPp6RIzf1Tz4g7tgfr1mBcTUe4ZDAKDso2e//Mv4MIFFuiJiMIJi/NEROSRlBKr1qixDu3ZAUFU2G7oDNSvr8amTZdISWHyTkRERERUkBYsApKS1Nido5gXE1He9esDmEyZ2w4HMPcX5vdEROGExXkiIvLoyFHg1Ck11oFT2hMVOiEEJoxXOwCTkoAZPzB5JyIiIiIqKHa7xPcz3dear1eXxXkiyrvYWIEe3dXYL78CVitzfCKicMHiPBERefTPKnW7TGmgVq3gtIUo3DVtItCxgxqb9SNw9hyTdyIiIiKigvDbH8C5c2rsjttYmCei/Lv1lmwv4CcDfywLUmOIiKjQsThPREQerViZbV29Dq4RvEQUHOPvEdBneXKz2YCvprA4T0REREQUaE6nxIzv1Wftpk1cL80SEeVXjeoCrVqqsZ9+lpCSOT4RUThgcZ6IiNycOSuxZ68a69yRnRBEwVSlikDfvmpsye/Anr1M3omIiIiIAumvFcCJE2rs9pHMiYkocIYMVr9TDh4ENm8JTluIiKhwsThPRERu/v5H3S5RAmjWNDhtIaJMd40SiIjI3JYS+OAjCU1jgZ6IiIiIKBCklPjmO/X5uk4d13rzRESBcl1boFIlNfbjbOb2REThgMV5IiJys/JvNRm4vj1gMHCUAFGwlSwp3Na53LHTtR4mERERERHl3+o1rhGsWd0xUnCZNyIKKJ1O4NZB6vfKqtXAyZMs0BMRhToW54mISHE5SWLrNjXWiVPaExUZQ28FKlVUY5M/k7h2jQk8EREREVF+SCnxzQz1ubpqFaBTxyA1iIhCWq+eQHRU5raUwE9zmNsTEYU6FueJiEixahWgaZnbFgvQpnXw2kNEKpNJ4MEJ6gszly4D075hAk9ERERElB+btwA7d6mx20YK6HR8YZ2IAi8yUqDPzWpswUIgOZn5PRFRKGNxnoiIFNmntL+uDWA2syOCqChp306g/XVqbPbPwOEjTOCJiIiIiPLq22xrzZcvB9zULUiNIaKwMHiQgD5LlSY9HZj7S/DaQ0REBY/FeSIiypCSIrEhUY116sTCPFFR9OAEAaMxc9vpBD74SEJKFuiJiIiIiHJr/36JDRvV2IjhAgYDc2IiKjjlygl066rGZv8sYbUytyciClUszhMRUYa16wC7PXPbYIDb6FwiKhoqVRIYNlSNJW4C/loRnPYQERERERVnM39SC2FxcUDvnsFpCxGFl+HD1JeAkpKBRUuC1BgiIipwLM4TEVGGFdmmtG/ZAoiO5igBoqLqjpECZUqrsUmfSqSn8w17IiIiIiJ/nTsnsXSZGhs8SHCJNyIqFLVrCbRto8Z+mCXhdDK3JyIKRSzOExERACAtTWL1GjXWqSM7IoiKsogIgfvvU/9Oz50Dpn/LBJ6IiIiIyF+z50g4nZnbZjMwoF/w2kNE4WfkcDW3P3UKWPF3kBpDREQFisV5IiICAPyzGkhPz9zW64BO1wevPUTkn643AC2aq7HvZwKHDrNAT0RERESUk5QUiV/mq7HevYC4OL6sTkSFp3kzoF5dNfbd9xJSMrcnIgo1LM4TEREAYOmybFPatwTi49kZQVTUCSHwyEMCen1mzOkE3v0/CU1jEk9ERERE5MuCRUBKSua2EMDQwcyFiahwCSEwItvo+b37gA0bg9QgIiIqMCzOExERrlyRWLdejd3UjZ0RRMVF9WoCI4apsW3bgUVLgtMeIiIiIqLiwOGQ+HG2+kJrp45ApUrMh4mo8HXuCFSsoMamTefoeSKiUMPiPBER4a+VgMORuW0yujokiKj4GHW7QPnyauzTzyQuJzGJJyIiIiLyZPkK4OxZNTZsCAvzRBQcer3A7SPV76DtO4DNW4LTHiIiKhgszhMRkduU9u3bAVFR7JAgKk4sFoHHHlb/bq9cAT6dzOI8EREREVF2Ukr8MEt9Vm7UEGjciLkwEQVPj+5A2bJqbNp05vVERKGExXkiojB3/rx0ewP3Rk5pT1QsXddWoMsNamzxb8CmzUzkiYiIiIiy2rwF2LdPjQ0fylyYiILLaBS4fYT6XbR5C7B1G/N6IqJQweI8EVGY+/MvIOvSVVFRQLvrgtYcIsqnhyYIREWpsffel7DZmMgTEREREf1nZrZR8xUrANd3CFJjiIiy6N0LKJ2gxr7+hjk9EVGoYHGeiCjM/bFUfbjvdD1gNnO0AFFxlZAgMG6M+jd89Bjw/cwgNYiIiIiIqIg5elRi9Vo1NnSIgF7PXJiIgs9kEhiZbfT8ho3Ajp0s0BMRhQIW54mIwtjxExJ79qqxm25kZwRRcTegP1Cvrhr75luJEyeYyBMRERERzZ6rPhfHxAC9ewapMUREHvS9GSgZr8amfs2cnogoFLA4T0QUxhYvUR/q4+OBFs2D1BgiChi9XuDxxwR0WZ70bHbg/z6UkJLJPBERERGFr6tXJZYsUWP9+gAWC19UJ6Kiw2wWGDFc/V5av4FrzxMRhQIW54mIwpTDIbEoW4dEt66AwcAOCaJQULeOwOBBamz9BuDP5cFpDxERERFRUbBwMZCWnrmt1wEDBzAPJqKiZ0A/oFRJNfblFL50T0RU3LE4T0QUptZvAC5cUGN9erNDgiiUjL1LoHSCGvtkskRaGhN5IiIiIgo/TqfEz3PUZ+HOnYGyZZgLE1HRY7EI3HGb+v20ZSuwMTFIDSIiooBgcZ6IKEwtWKR2SNSrC9SqyQ4JolASGSnw0APq3/W588A337E4T0REREThZ9Vq4PQZNTZ4EPNgIiq6+vYBypRRYxw9T0RUvLE4T0QUhi5dkli1Wo31uZkdEkShqHMnoFVLNTZzFnDiBBN5IiIiIgovs7ONmq9bB2jcKEiNISLyg8kkcOcdap/drt3AqjVBahAREeUbi/NERGFoye+A05m5bTYDN3YNXnuIqOAIIfDwgwJ6fWbMbgc++oTFeSIiIiIKHwcOSmzarMYG3yIgBF9UJ6KirVdPoGIFNfbVFAlNY15PRFQcsThPRBRmpJRYsFB9eO9yAxAdzQ4JolBVrarA4FvU2Oo1wJq1TOSJiIiIKDzM/ll99i0ZD3TrEqTGEBHlgsEgMOZOtd/uwEHg96VBahAREeULi/NERGFm+w7g2HE11qc3C/NEoe6uUQIl49XYh5MkbDYW6ImIiIgotCUlSbciVv9+rumiiYiKg25dgerV1NgXX0pYrczpiYiKGxbniYjCzIJF6kN7pUpA0yZBagwRFZqoKIHx96idjydOArN+ClKDiIiIiIgKyfyFgM2WuW0wAAP6sTBPRMWHXu+e0587z5yeiKg4YnGeiCiMJCVJLF2mxvr05hp7ROGiR3egYQM19s23EufP8017IiIiIgpNDofEnLnq8263LkCpUsyDiah4aXcd0LKFGvv2O4lLl5jTExEVJyzOExGFkV8XuI8W6NUjeO0hosKl0wk88pBA1vdx0tKByZ8zkSciIiKi0LRiJXD+ghobfAsL80RU/AghMGF8tpw+DZg6nTk9EVFxwuI8EVGYcDgk5s7jaAGicFevrkCfm9XY70uBPXuZzBMRERFR6Jk9R33ObdQQqF+PeTARFU+1awv07K7G5s8HjhxlTk9EVFywOE9EFCb+WuE+WuBWjhYgCkvjxgpERamxTz+TkJLJPBERERGFjj17JLbvUGPMg4mouLt7jIDZnLnt1Fw5PRERFQ8szhMRhYmfflYf0hs3AupxtABRWIqPE7hthPr3v2kzsGZtkBpERERERFQAsufBpROAzp2C1BgiogApU0Zg2BA1tnoNkLiJBXoiouKAxXkiojCwc5fEzl1q7NbBLMwThbMhg4EyZdTYp59JOBxM5omIiIio+Lt4UWLZcjU2cICAwcBcmIiKv5HDBUrGq7FPJktoGnN6IqKijsV5IqIwkH20QJkyQKfrg9QYIioSzGaBcWPVjskjR4GFi4PUICIiIiKiAJr3q4TDkbltMgL9+gSvPUREgRQZKTDmLjWn37cfWLCIxXkioqKOxXkiohB3/rzE8r/U2CCOFiAiAN1vBOrUVmNTpkqkpjKZJyIiIqLiy2aTmPerGrvpJiAujnkwEYWOm3sB1aqpsc++kEhK1oLSHiIi8g+L80REIe77mRJOZ+a22czRAkTkotMJ3D9e7aC8dBn4YRaL80RERERUfP35F3D5shq79RYW5okotBgMAg9NUL/bkpOBDz9KDVKLiIjIHyzOExGFsIsXJX6Zr8Z69QBiYtgpQUQuLVsItLtOjf0wC7hwgQV6IiIiIip+pJT4abb6LNu8GVCrJvNgIgo9rVsJ3NBZjf30sxXbdzg8n0BEREHH4jwRUQj7YZaEzZa5rdcDt41ghwQRqcbfI6DL8lSYng58NZXFeSIiIiIqfnbsBPbuU2ODOWqeiELYA/cLWCyZ21ICr75xDU4n83oioqKIxXkiohB14aLE3F/UWO+eQLly7JQgIlWN6gI391Jji5YAh48wkSciIiKi4uWnn9Vn2HJlgevbB6kxRESFoGwZgdF3qP19O3c6MX8hc3oioqKIxXkiohA17WsJqzVzW68DbhvJwjwReTbmLvVNe00DPv+SiTwRERERFR/nzkmsWKHGBg0U0OuZCxNRaBt6K1C1ihr77HOJixeZ1xMRFTUszhMRhaBjxyUWLFRjvXsBFSuwQ4KIPEsoJTBsiBr7ZxWwdRsTeSIiIiIqHub+IuHUMrctFqDPzcFrDxFRYTEaBR55SO33u3oN+Ohj5vREREUNi/NERCHoyylqh4TJBNw1moV5IvJt+FCBuDg1NvlzCSmZzBMRERFR0Wa1Svw6X4317AHElGAuTEThoVVLge43qd95y5YDq9cwpyciKkpYnCciCjG790gs/0uNDRkMlC7NDgki8i0qyn2duh07gZX/BKlBRERERER++mMpkHxFjQ0exDyYiMLLg/cLxMaq333vfSCRmsoCPRFRUcHiPBFRCJFS4rMv1IftEiWAkcPZIUFE/unfF6hQQY19/oWEw8FEnoiIiIiKJiklfvpZfV5t0xqoVpW5MBGFl/h4gccfi1RiZ88CU6YxpyciKipYnCciCiHr1gOJm9TY7SMFSnAaPyLyk9EoMG6M+p1x7DiwcHGQGkRERERElIPNW4CDh9TYrbcwDyai8DSgnxltWhuU2E8/A7t2s0BPRFQUsDhPRBQirFaJDyapD9llSgO3DAxSg4io2OraBahbR41NnSaRlsZEnoiIiIiKnuyj5itVAtq2CVJjiIiCTAiBl56PhsmUGdM04I3/SVitzOuJiIKNxXkiohDxwyzgxAk1NuYuAbOZowWIKHd0OoH77lW/Oy5eAmb9FKQGERERERF5ceq0xKrVamzwIAGdjrkwEYWvqlX1GH2H+j145Cgw9WsW54mIgo3FeSKiEHDypMQ336oP1w0bAL16BKlBRFTstWwh0Ka1Gvt+psTlJCbyRERERFR0zJkroWmZ25GRzIWJiABg5HDhNiveD7OAHTuZ1xMRBROL80RExZyUEu9/JGGzZ8Z0OmDiIxwpQET5M/4eAZHlayQ1FZj+LZN4IiIiIioaUlMlFixUYzf3AqKimAsTERkMAs8+JWA0ZsY0DXjzLU5vT0QUTCzOExEVcyv/BtauU2O3DARq12ZnBBHlT+1aAt1vUmPzfgFOnmIST0RERETB99sfwLWUzG0hgFsGMhcmIvpPjRoCd45SvxePHgOmTGNeT0QULIZgN4CIiPLuylWJDz5SH6ZLlQLG3sXOCH+kpKRg69atOHfuHJKTkxEZGYmEhATUrFkTVapUCXbz/Gaz2ZCYmIhjx47BarWiVKlSaN68OSpUqJDna27atAmJiYkAgPLly6NPnz6Bai4VM2PvFPhzuYT939k5HA7gyykSLz3P7xkiIiIiCh5Nk5j9s5oPt7sOqFSJz6mFgfm0d8ynqagZMcw1uGfP3szYD7OATh0lGjXkdyYRUWFjcZ6IqBh7732J8xfU2AP3CU7hl4OtW7di2rRp2LBhA5xOp8djateujYEDB2LgwIEQIvC/zwMHDmD06NFwOBxK/LnnnstV4j5r1ix89dVXuHr1qtu+du3aYeLEiahYsWKu2paSkoIXXngBFy64Plz/93//l6vz8+rUqVMYNGiQElu7dm2hXWv8+PHYvHmzz2OMRiOMRiNiYmIQHx+PChUqoHr16mjYsCGaNGmCqKioPLUXAF555RUsWrQoY3vMmDG4++6783y9QClfXmDQQIlZP2bGli4Dhg2RqFeX3zVEREREFBwbE12jP7O69RY+nxY05tO+MZ/2Lhzz6aLCYBB45ilgzLjMF++lBF7/n8TXXwFmM787iYgKE4vzRETF1B/LJJb9qcbatAa6dQ1Oe4oDu1PDW+99gLm/Lsjx2P379+Ptt9/GH3/8gZdeeglly5YNWDucTidef/11t46E3Prf//6HefPmed2/Zs0ajB07Fp988glq1Kjh93UnT56c0ZHQpUsXtG/fPl/tDCV2ux12ux2pqak4c+YMdu/enbHPZDKhTZs2GDRoUMj9zu4YKbBwoVSmDP3sC4kP3mMCT0RERETB8eNsddR8tWpAq5bBaUs4cDgceO+99zB37twcjw25fLpiGb+vy3zaO3/z6Xbt2hXISx3hrkZ1gbtGA59/mfndefw4MPkLiYcf4O+biKgwcc15IqJi6Ow5iffeVzsiSpQAnn5CMIHxwuHU8NDMXW6FeYPBgKZNm+Kmm27C9ddfj3Llyin7N2/ejAcffBDJyckBa8v333+vJKF5sWDBAqUjwWQyoW3btrjxxhuVN/svX76MZ555Blar1a/r7tmzB3PmzAEAREZG4pFHHslXO8OJzWbDP//8g0cffRSjRo3C1q1bg92kgImNFRg5Qv1u2ZgIrN/ANeqIiIiIqPAdOiyxdp0aGzyI+XBBcTgcmDhxolthPnzyaZtf12U+nXdZ8+nRo0djx44dwW5SSBo+FKhfX43N/pm5PRFRYePIeSKiYkbTJN74n8S1a2p84iMCpUuzI8Kb//v9IFYfTFJiQ4YMwdixYxETE6PE161bh7fffhsnT54EABw9ehRPPfUUPv3003x39hw7dgxfffVVxnZkZCRSU1NzdQ2Hw4HPPvssY7tSpUr48MMPMzoRNE3DV199halTpwIAjhw5ggULFuCWW27xeV1N0/D2229D0zQAwNixY1GmjP8jBELNAw88gC5duigxTdNw7do1XL16FefPn8euXbuwfft27N27Vzlu7969GDFiBB5//HEMGDCgEFtdcIYMBubMhbKUxuTPJVq1BHQ6fvcQERERUeGZ9ZNaSIqJAXp2D1JjwsAnn3ziNq15WOXTi5dgZAnf12U+rcpvPn3PPffggQcewLBhwwqz2SHPYBB49ingrrslbFneOXn9TYnpU4G4OOb2RESFgSPniYiKmdlzgMRNauymG4FuXfkA7c3Bcyn4ds1xJfbggw/i0UcfdetIAIC2bdviiy++UN6Y37x5M5YuXZqvdkgp8cYbb2SMYu/atSvq1q2b6+usXbs2Y5o8AHj55ZeVtup0OowbNw5t2rTJiC1YkPNU/nPmzMGuXbsAuNYIHDp0aK7bFkpiY2NRoUIF5X+VKlVCvXr10Lp1a/Tu3RsTJ07E9OnTMWPGDPTt2xc6XeajlcPhwJtvvolvv/02iD9F4JjNAmPuVL9n9h9wrT9PRERERFRYLlyU+P0PNTZoAGCxMCcuCIcPH8asWbOUWNjl04uW5Hhd5tOq/ObTTqcTH3zwAWbMmBHEnyI0VasqcN+96vflxUvA2+9JSMkR9EREhYHFeSKiYuTwEYnPPlcflMuUBh55iJ0Qvkz55yi0LL+21q1bY8SIET7PKVWqFJ599lklNnnyZDidzjy34+eff8aWLVsAANHR0Xj00UfzdJ2s06XXrVsXDRs29Hhc1pHy+/btQ1pamtdrXrx4MWP0gBACTzzxBPR6fZ7aF45q1aqFZ599Fh988AHi4+OVfZ9++inWr18fpJYFVs8errU8s/pyioTNxgSeiIiIiArHz3Ml7PbMbZMRGDSAOXFB+fbbbzNGgwNhmk8fOIA0m/e2M5/On3DJp4uSWwYCbduosZV/AwsXB6c9REThhsV5IqJiwm6XePV1CZtdjT/zlEBMCXZEeCOlxMq9F5XYyJEj/Tq3RYsWaNCgQcb2qVOnsGnTJh9neHfmzBl8+umnGdsTJkxAQkJCnq713/SAAJT2ZZe1k8HpdOLMmTNej/3www9x7d+1Evr374/GjRvnqW3hrk2bNvj4449hsVgyYv9Nb2i3232cWTwYDAL33q1+35w+A8z7JUgNIiIiIqKwkpoq3Z49e/QASpZkTlwQpJRYvXq1EgvPfFrDqWSr12OZTwdGqOfTRYkQAk8/KRAXq8Y//EjixAm+fE9EVNBYnCciKiamfi2xb78aG3or0KolOyF8OXg+FZdTM5M4o9GIFi1a+H3+ddddp2z/+eefeWrH//73v4y18Jo1a4b+/fvn6ToAcPXq1Yx/jo2N9XpcXFyc1/Oy2rhxI37//XcAQHx8PMaPH5/nthFQs2ZNPP7440rsxIkT+O2334LUosDq0B5okq2vafq3EteuMYEnIiIiooK1cDGQPa0Zditz4oJy+PBhJCUlZWyHdT6d7vB4HPPpwKpZsyYmTpyoxEIpny5KEkoJPPm4+v2Zlg688rqEw8H8noioILE4T0RUDGzdJvHdD2qsWjVg3Fh2QuTk3BWbsl25UkWYTCa/z69Zs6aynX3UgD8WLFiAtWvXAgBMJhOeeuopCJH3f3dZ2+9weO4g8LTP089tt9vxzjvvZGw/8MADPjsoyD+9e/dG1apVldi8efOC05gAE8J9fbrkK8B3PzB5JyIiIqKC43BI/PiT+sx5fQegalXmxQXl3LlzynblypXDNp82G9y70ZlPF4zevXujUqVKSixU8umipuP1An37qLFdu10v4BMRUcFhcZ6IqIhLTZV47U2JLEu8wWAAXnhWwGxmJ0ROkrO93R4dHZWr86Ojo5Xts2fPZkxX54+LFy/io48+ytgePXo0qmVftDuXsr7Bn3VKvuxOnDihbGdfuw1wrR949OhRAEDz5s3Ru3fvfLWNXHQ6ndt0jzt37sTFixe9nFG8NGoo0KmjGvtxNnDmLBN4IiIiIioYK/52LamU1fChzIkL0pUrV5Tt7PlxTkIqn440uh3DfLpg6HQ63HrrrUoslPLpouaB+wQqVVRj078Ftm1nfk9EVFBYnCciKuI++lji9Gk1NuZOgTq12QnhD6Ne/T3Zbblbp8zTumaHDx/2+/x33nkno0OjRo0auP3223N1f0/q1q2b8c+JiYmw2Wwej8s6KiEuLg5ly5ZV9p88eRLTp08HABgMBjzxxBP5bhtl6tChg7ItpcSOHTuC1JrAu/duAX2WJ0mrFfhkMpN3IiIiIgo8KSVmzlKfNevXd19uiQLLYDAo27ld9ztk8unYWJSLNSv7T546xXy6ALVp00bZDrV8uiiJjBR44Tk1v9c04JXXJK5eZY5PRFQQWJwnIirC/v5HYsEiNda4ETBiWHDaUxzFRqidCRcuXcrV+RcuXHCL/fdmfE6WLVuGv/76C4BrKvCnnnoKRqP72/a51a5du4xp/K5cuYJp06a5HXPu3Dl89913Gdvt27d3O+add96B1WoFAIwcORLVq1fPd9soU82aNRETE6PE9u/fH6TWBF6VKgJ9+6qx5X8BGxOZvBMRERFRYG3dBuzeo8aGDxX5mt6ccpZ9inZP+bEvIZNPX9fG7Zh33p/EfLoAVatWDSVKlFBioZRPFzUN6gvcdaf6fXrmLPDu+xJSMscnIgo0Q86HEBFRMFy6JPHWu+oDcEQE8NwzAno9OyD8VT0hUtk+f/4Czp07hzJlyvh1vqc3s1NSUnI8Lzk5Ge+++27G9i233IImTZr4dc+cVK5cGe3bt8eqVasAANOmTUNSUhJuvvlmlChRArt27cLnn3+O5ORkAK4p4YYMGaJcY9myZRnr9pUvXx533nlnQNoWaKdOncrTednXRgwGIQSqVauGbdu2ZcTOnj0bxBYF3rgxAsuXSyRnme3yg48kvp4CGAz8niIiIiKiwPgh26j58uWBTtcHqTFhJPsU8ufPnw/PfHrwIOB4ZrH+910XsHa9620R5tMFQwiBypUrY9euXRmxUMuni5rbRgAbNgJbtmbGlv0JXNcW6NUjeO0iIgpFLM4TERVBUkr87x2JpCQ1/tADAhUrsOCVGwnRJlRPiMThC6kZscWLF2PUqFE5npuWlpbxpn5W/nQmvP/++7h8+TIAoHTp0hg/frz/jfbDxIkTsW3bNly9ehUAMHfuXMydO9fjscOHD0e9evUytlNSUvDBBx8o17JYLAFtX6AMGjQo2E3Il+wj5//7TISKmBiBcXcD77yX2Vl65Cgwew4wbIiPE4mIiIiI/HTokMSq1Wps6K2CL4MWglKlSqFq1arKaPewzKfr1AaOu7ZTrA68+9sh5VrMpwtGqOfTRY1eL/D8s8CouySuXcuM/98HEo0bApUq8TuXiChQOK09EVERNH8hsHqNGut4PXBzr+C0p7jr01Rda33GjBl+vQn++eef41rWjORfqampHo7OtHr1aixZsiRj+/HHH0dUVJSfrfVP+fLlMWnSJJQqVcrncUOGDMGECROU2BdffIHz588DADp37uy2Nnp6ejpmzJiBsWPHonv37ujUqRMGDBiAl156CVu3bgX5L/s0kP9NexhK+vQG6tZRY1O/lrhwkVPfEREREVH+zfhefa4sUQLo3TNIjQlDPXqoQ2bDPZ/+aNkhnLvqWqee+XTByj6tfSjm00VN2TICT05Ui/BpacDLr0s4HMzxiYgChcV5IqIi5sQJiUkfqw+88fHAExO5nl5ejWhbCSUsmZPFXL16FY888ojPDoXvv/8es2bN8rhPp/P+n8+UlBS89dZbGdtdunRBp06d8tDqnNWrVw8//vgj7r33XjRo0AAlSpSAyWRCuXLl0KNHD3z++ed49NFHlc/Nvn37MHv2bABAREQEHn30UeWaBw4cwNChQ/Hxxx9jx44duHLlCmw2G86cOYMlS5bgnnvuwfvvv881x/ykaZqyHYp/w3q9wCMPqT9Xaiow6RN+RoiIiIgof06elFj6pxobPAiIjAy95+qi6tZbb0V0dHTGdjjn07tPX8UP604CACIiLMynC1g45NNFUZcbBPr0VmO7dwNTvubnlogoUDitPRFREeJwSLz2pkRauhp/6nGB+DgmIXkVE2HEqwPq4eGZmevdHTx4EMOGDcPAgQPRvn17JCQkwGq1Yt++fZg/f77yRnuZMmWUjoesHRPZffzxxxnroEVHR+Oxxx4rgJ8oU1RUFEaPHo3Ro0fneKyUEm+99RacTicAYOzYsShbNnNWgXPnzuH+++/PWFsvMjISHTp0QExMDHbu3Ik9e1xr6s2aNQtmsxn33Xdf4H+gbNauXZun806dOlUkpvD7b5rE/5jN5iC1pGA1aijQu5fEosWZsWV/Aj1ukmjfjt9dRERERJQ3382UyFqfi7AAgwfx+bIwlShRAs8++yyefvrpjFi45tOv/LoXTs1VoBx75yjm0wUs+8wLoZpPF0UPThDYul3i+PHM2IzvgNYtJVo053cwEVF+sThPRFSEfPcDsGOnGuvXF+jQng+++XVTwzJ4okcNvPvHkYy3r1NTU/Hdd9/hu+++83rekCFDcO3aNSxatCgjln1qtf8kJiZi3rx5GdsTJkxAQkJCYH6AAJg3bx527nR9wGrVqoWhQ4cq+997772MjoQqVarg448/RpkyZTL2f/PNN/j0008BuKYyvPHGG1GnTrb5zEnxdI2uCQAAjAxJREFU3+/zP3FxccFpSCEYP07g738ksr6P8O77EjOacmQTEREREeXe+fMSi5eosQH9gdhYPlsWti5duuCRRx7Bhx9+GLb59M+bzmDbiSsAgDplIzH0FrV4zXw68LK/7B7K+XRRExkp8OJzwL33SzgcrpiUwGtvSHw9BYiJ4fcwEVF+cFp7IqIiYs9eianZpoiqWAGYMJ4PvIEyom0FvP/2G6hatWqOx0ZGRmLixIl45JFHMtZn/4+ndenS09Px5ptvZkxP16xZM/Tv3z8wDQ+AS5cuYfLkyQBcU8E98cQTMBgy39E7efIkVq5cmbH9wgsvKB0JAHDHHXegTZs2AFzTy3mbppBcNE3D4cOHlVj58uWD1JqCFx8v8MB96vfVuXPAF1M49R0RERER5d7MHyXs9sxtkxEYOoT5cbAMHToU77//fnjm05cv46NlRwEAQgDP9K4Fg0GfsZ/5dOBpmoajR48qsVDOp4uienUFxo3NluOfB956V3JpBiKifOLIeSKiIsBqlXjtDYl/ZxsHAOh0wPPPCo44DbC2rVvh+++/x8qVK7F69Wps374dly5dQmpqKuLj41GhQgV06tQJPXv2zOg0yJ4Q1qtXz+26ixcvxokTJwC41tAbNWoUTp8+nWN7bDabsp2cnIxTp05lbFssFpQsWTLXP2d2kyZNwpUrrrf8+/btiyZNmij7V69enZFc1axZE40aNfJ4nQEDBmD9+vUZ55B3Bw4ccJuGr1atWkFqTeHo1RP47Q8gcVNm7Oc5wI1dJRo15HcZEREREfknKUnil/lqrHdvIKEUnymDqW3btuGZT3/6Oa6ku4YPD2pRHs0qxyDraoTMpwPv8OHDSElJUWKhnk8XRcOGAOs3ABsTM2MrVgILFgJ9+wSvXURExR2L80RERcBXUyWOqPkqbh8JFrMKiF6vR5cuXdClS5ccjz179qyyPl7p0qXd3oAHAKvVmvHPmqbhkUceyVPbJk2ahEmTJmVsd+rUCW+//XaervWfTZs2YfFi12LgcXFxuP/++92O2bt3b8Y/N2jQwOu1GjZsmPHPly9fxtmzZ5V19ihT9s4WnU6Hxo0bB6k1hUMIgSceA26/U+K/fjIpgbfekZjyBWAy8TuNiIiIiHL242yJ9CzVT70OGDGMz5JFQVjm078vBQDERxrxaPdaANRRw8ynA++/lxj+Ew75dFGk0wk89zQw6i6J5CuZ8Q8/lmjaBKhShd/LRER5wWntiYiCbNt2iZk/qrE6dYA7R/EBtyjYsGGDst2iRYsgtSRv7Ha70hkxYcIExMbGuh13+fLljH/2NbIg+76s51EmTdPc1l5s1KgR4uPjg9SiwlOxosCYO9Xvr8NHgK+mcdo7IiIiIspZcrLE7Dlq7KabgArlmSMXN6GWTz/WoxbiIo1uxzGfDixN0/Dzzz8rsXDJp4uihASBp59Uv3/T04GXXpOw25nnExHlBYvzRERBlJYm8cb/JLIu1WQ0As89LWAwsOOhKJg/X51LsV+/fkFqSd589913OHLkCADXun0333yzx+OyTwfoTfZ1xfw9L9wsXLgQx44dU2IDBgwITmOCYOitQJ3aauyHmcCWrUzciYiIiMi3WT9JpKZmbut0wO0jmB8XR6GUT7eoEoMBzct5PI75dGAtWrQoY5mD/4RTPl0UXd9BYOAANbZvH/DlVOb4RER5wWntiYiC6PMvJU6cVGNj7xKoUZ0dD0XBli1bsHXr1oztqlWromXLlh6PHTZsGIYNG5bre4wfPx6bN2/O2H7uuefQp09gFu46deoUpk2bBgAwGAx44oknIITnz1Z0dHTGP1+4cMHrNbPvK1GiRABaGloOHjyId999V4lVqVIF3bt3D1KLCp/BIPDs08DYeyTsdldMSuD1NyW+ngJERfE7joiIiIjceRo1f2NXoGpVPj8WN6GWTz/Tuybz6ULAfLromjBeYPMWiX/fVwHgegm/bWuJli34HU1ElBscOU9EFCSbNrt3OjRqCAwbEpz2kCo9Pd1tbbp77rknSK3Jm/feey9j7b7hw4ejRo0aXo+tWLFixj9v377d63E7duzI+Ge9Xo9y5TyPHAhXGzZswAMPPID0LAtk6nQ6PPHEEzAYwuudyJo1BO4eoybop8+41qYjIiIiIvLE06j5Ubez6FPchFw+PeQW1CoT5fVY5tOBwXy6aDObBV58TsCYZWUHKYHX3pBITmaeT0SUGyzOExEFQWqqxJtvqQ+uZjPwzFMCej07HgqCw6n5fWxqaioeffRRHDp0KCPWpUsXdO3atSCaViCWL1+OVatWAQDKlSuHMWPG+Dy+adOmGf987NgxbNy40eNxc+ZkvlFSp04dREREBKC1xd/Bgwfx5ptv4qGHHsKlS5eUfRMmTECrVq2C1LLgGnor0KypGlu0GFixkok7EREREak8jZrvxlHzRYLD4fD72JDMp0fd7vN45tP54yufvv/++8M2ny6KatcSuHec+p18/gLw9nvSbdkGIiLyjq+cEREFwceTJU6fUWP33C1QpTI7HQrKjxtP4fcdZ9HD9hs6dO6K+Ph4t2NSU1OxfPlyfPbZZzh//nxGvHz58nj88ccLs7n5kpqaivfffz9j+7HHHoPFYvF5Trt27VCqVClcvHgRAPDqq6/io48+QtWqVQEAmqZh8uTJ2LJlS8Y53tavDxXJyck4deqUEtM0DdeuXUNKSgrOnTuHXbt2Yfv27dizZ4/b+QaDAU899RT69u0btkmqXi/w7FPAqDHqCKg335aoXRuoUJ7feURERETkkn3UvBDAaI6aLxLmzZuH5cuXo1evXujQoQPz6WyYT7vLbz6t1+vx0EMPYcgQTi9Z1Nx6C7BuPbB+Q2ZsxUpg4SKgT2h/rImIAobFeSKiQpa4SeLX+WqsWVNg8KDgtCdcSAlsOJKMDf97B+Ktd1GhQgVUqVIFJUqUgNVqxcWLF7F3717Y/1sg+18VKlTAhx9+iJIlSwap5bn31Vdf4dy5cwCAzp07o2PHjjmeYzAYMG7cOLz55psAgLNnz2LkyJFo3rw5YmNjsXv3bpw8eTLj+KpVqwZsLb+iatKkSZg0aVKezq1fvz5eeeUVNGnSBElJSYFtWDFTvrzAww8Ab2SZLeTaNeDFlyU+nQQYjexwJSIiIgp3l5MkfvpZjd3YjaPmiwopJRITE5GYmAghRPjl09ZrPs9hPu0uv/n0xIkT0bBhwwC3igJBpxN45ilg9F0SScmZ8Q8mSTRpAg48IiLyA4vzRESFyGqVePtddQRthAV4+kkBnY4Pr4VFSomTJ08qybEnHTt2xDPPPONxVEBRtX//fsyaNQsAEBERgUceecTvc/v3748dO3Zg/nzX2yMOhwMbNmxwOy4uLg6vvfZajqMHwo3JZEKbNm0waNAgtG/fvlh9bgpar57A+o3A0mWZsd17gMmfSzw4gd99REREROHu6+kSaWmZ2xw1X3Qxn/aM+XT+ZM2n27VrByH491+UJZQSeOoJ4KlnM/s409OBl1+V+OwTvoRPRJQTFueJiArRtOkSJ9VZvXDvPQIVK/ChtaC1qBqLmxokYN1xK65cver1OL1ejzZt2mD48OFo06ZNIbYw/6SUePvtt+F0OgEAY8aMQbly5XJ1jWeeeQY1a9bElClTcNXD76lNmzZ4/PHHUbly5YC0ubjR6/UwmUwoUaIESpYsiYoVK6JatWpo1KgRmjRpgqioKABgR0I2Qgg88RiwZ6/EiROZ8R9nA82aSnTqyN8XERERUbg6dtyJeb+qL7H36M5R80VJ06ZN0a1bN2zYsAFXrlzxehzzaebTvvibT1PxcH0HgQH9JOb9mhnbuw+YMk26rUtPREQqIQO8COrly5cDeTkqIEIIxMXFAQCSkpLCdi1cKlzh/rnbf0Bi7DgJp5YZa9wI+OQjjpovMNZrsCx7CUajCQBgt9uQ1vVFHDt7CYcPH8a5c+eQkpICIQSio6NRpUoVNGzYsNgmhGfOnMl4S99oNOK2226DwZC39/CsVisSExNx/PhxWK1WxMfHo1mzZmHbiZBb4f59583+AxL3jJewZZntMjoK+PJzgcqV+D2YX/zcUTDwc1cwAj3KkHl6eOHfJRUX/31WJz55FYuX2DLiJiPw/QyBcmX5fFjUSClx7Nix8MunPfQtpHd7CTBHe7wW82kKpsJ8DkhPlxh7j8SRo1nvD3z4fwItmvM7nHzjMysVJ4HO0VmcD1P84qNgCOfPndMpce/9Erv3ZMYMBmDaVwLVq/FhtcDkMoEmCpRw/r7LyS/zJd55T/19VKsGfPGpQGQkvw/zg587CgZ+7goGi/OUH/y7pOJCCIGTp6IxZHiyEh82BJhwny5IrSLygH0LVIwU9nPA/v0Sd4+XcDgyY6UTgOlTBWJimOOTd3xmpeIk0Dk6n3SJiArBz3OgFOYB4PaRYGGeiMJOvz7ATTeqsSNHgNf/J5mIEREREYURKSX+74NUJRYdBdxxG/NkIqLionZtgXvuVr+3z18A3n6POT4RkTcszhMRFbAzZyS+nKI+jFatAtw+kh0ORBR+XOvPC9SsqcZXrAS+/S44bSIiIiKiwrd+I7B2nV2J3TaSIy2JiIqbobcCrVqqsb9WAAsXB6c9RERFHYvzREQFSEqJd9+XSEtX409MFDCZ2OFAROEpIkLgjVcFSpRQ419OkVizlm/WExEREYU6TZOY/JmmxEonALfeEqQGERFRnul0As89LRAbo8Y//Eji+Anm+ERE2bE4T0RUgP5cDqxdp8b69wWaNmFhnojCW8UKAi+/IKDL8jQqJfDyqxInmLwTERERhbSly4D9B9TYmLsEzGbmykRExVFCgsBTT6jf4WnpwCuvSTgczPGJiLJicZ6IqICkpkp8/Kn68FmqFDD+HnY2EBEBQJvWAuPGqt+J11KAp5+TSElh8k5EREQUimw296XfqlcHevUIUoOIiCggOl4v0L+vGtu9B5gyjfk9EVFWLM4TERWQb2ZInL+gxh55UCA6msV5IqL/jBwOdLlBjR0+Arz0Kt+uJyIiIgpFM38ETp9RY/ferYNez1yZiKi4m3CfQJXKamzG98DmLczviYj+w+I8EVEBOHZMYuaPaqxNa6Bzp+C0h4ioqBJC4OknBGrWUONr1gIfT2byTkRERBRKzp6T+GaG+ozXsoUBHdoHqUFERBRQERECL70gYDBkxqQEXn1d4spV5vhERACL80REASelxAeTJByOzJjBADz8gIAQHAlARJRdZKTAG68JxMao8dk/Az/PZfJOREREFCo+mSyRnp65LQTw1BNRzJWJiEJIndruS9idOw+8856ElMzxiYhYnCciCrC//wHWb1BjQ24FqlRhZwMRkTcVK7gK9EajGv9wksTadUzeiYiIiIq7xE0Sfy5XY0MGm9GgvsHzCUREVGwNGwK0bKHGlv8FLF4SlOYQERUpLM4TEQWQ1Srx0cdqESkhARh9OwvzREQ5adpE4KnH1e9LTQNeeFni0CEW6ImIiIiKK4dD4v2P1Oe5mBjgwQmRQWoREREVJJ1O4LmnBWKyzZD3/ocSJ04wvyei8MbiPBFRAM34XuLMWTU2YbxAZCSL80RE/ujRXWD0HWosNRV44mmJS5eYwBMREREVRz/PBY4cUWPjxgrExbFrkogoVJUuLfBkthfw09KBl1+XcDiY3xNR+OITMBFRgJw8JfHd92qsWVOgW9fgtIeIqLgac6dAty5q7MxZ4OnnJKxWJvBERERExcnFixJTv1af4erUBvr14UvsREShrnNHgb591Nju3cCUr5nbE1H4YnGeiChAPpksYbNnbut1wCMPCQjBDgciotwQQuCZpwQaNlDjO3cBb/xPQtOYxBMREREVF599IZGSosYeeUhAr2euTEQUDh68X6ByZTU24ztg8xbm9kQUnlicJyIKgC1bJVb+rcYGDQRq1mBnAxFRXpjNAm++JlCurBpfthxuI6+IiIiIqGjatl1i8W9qrGcPoHEj5spEROEiIkLgpecFDIbMmJTAq69LXLnC/J6Iwg+L80RE+aRpEh9/qj5IxsYAd41mZwMRUX6ULCnw9psCkZFq/OtvgN9+ZwJPREREVJRZrRJvvaM+s0VGAuPHMVcmIgo3desIjBurfv+fOw+8/Z6ElMzviSi8sDhPRJRPS5cBe/aqsbtGC5QowQ4HIqL8qlFD4JUXBXTZnlrffFtiw0Ym8ERERERF1dffShw9psbuGi1QqhRzZSKicDRsCNCyhRr7awWwcFFw2kNEFCwszhMR5YPVKvH5V2pxqEploH+/IDWIiCgEXddW4OEH1U5chwN45nmJfftZoCciIiIqavbvl/j+ezVWtw4weFBw2kNERMGn0wk897RAbIwa/2CSxLFjzO2JKHywOE9ElA8/zgbOnlVj990rYDBwJAARUSANGiBw6y1qLC0NmPiExMlTTOKJiIiIigqHQ+LNtyWcWmZMrweefpK5MhFRuCtdWuCpJ9T/FqSnAy+9JmG3M7cnovDA4jwRUR5dvizx7XfqQ2PzZkCH9sFpDxFRqJtwn0CXG9TYpcvAY49LXL7MJJ6IiIioKPhhFrBvvxq7fSRQqyYL80REBHS8XmBAtllH9+0DvpzCvJ6IwgOL80REeTR1ukRqqhq7f7yAEOxwICIqCHq9wPPPCLRorsZPnAQmPimRmspEnoiIiCiYDh6SmPq1+kxWrRpwx23Mk4mIKNOE+wSqVVVj388ENmxkXk9EoY/FeSKiPDhyVOLXX9VYj+5AvbrscCAiKkgmk8AbrwrUqqnG9+4DnnuR0+ARERERBYvNJvHq6xJ2e2ZMCODpJwRMJubKRESUyWIRePE5AaNRjb/2JmfGI6LQx+I8EVEeTP5cXT/PZALGjWVnAxFRYYiOFnj3bYHy5dT4+g3Am29JaBoTeSIiIqLCNm26xIGDamzYEKBhA+bKRETkrnZtgXvHqf+NuHgRePUN5vVEFNpYnCciyqVt2yVWrVZjw4YAZcuww4GIqLAklBJ47x2BuFg1/vtS4JPJElIykSciIiIqLNt3SHz3gxqrUR0YexfzZCIi8u7WW4A2rdXY+g3At98Fpz1ERIWBxXkiolyQUuLzL9WCT1wccNsIdjgQERW2KpUF3v6fgMWixmf9BEybHpw2EREREYWb1FSJ196Q0LLMLmcwAM8/I2A2M1cmIiLvdDqB558RKFVKjU+ZJrFpM1+6J6LQxOI8EVEurFsPbN2mxkbdLhAZyQ4HIqJgaFBf4NWXBfR6NT71a4nvZzKRJyIiIipoH34scfKUGrtrtEDt2syTiYgoZ/HxAi89L6DLUq3SNODlVyUuXWJeT0Shh8V5IiI/aZrEF1+pD4TlygL9+wapQUREBABo11bgmSfdO38//Uxizjwm8kREREQFZdlyiYWL1FijhsCIYcFpDxERFU/NmwmMuTPb+vOXgFdel3A6mdcTUWhhcZ6IyE/LVwD79quxu0YLmEwcDUBEFGw9ugtMfMT9+/j/PpBYvISJPBEREVGgnT4t8c676nNWRATw3NMCBgPzZCIiyp3bR7qvP78xEfhmRnDaQ0RUUFicJyLyg8Mh8dVUtdOhWlWgR/cgNYiIiNwM6C9w/3j3juA335ZYtpwFeiIiIqJAcTgkXnld4lqKGn/0YYFKlViYJyKi3NPpBJ5/ViAhQY1P/Vpiw0bm9EQUOlicJyLyw29/AMePq7Gxdwno9ex0ICIqSoYPdZ8KT9OAV16T+GcVk3kiIiKiQPj6G4ntO9TYTTcCPfkCOxER5UN8nMD/t3ff4VFUaxzHf5OeEAIp9NA7CAJiwYJdFFGxXOtVRBAEQVFQUBEUUawgoIiAyhV774pSrCCIIL0LhA4BQgvp5/6xsGTSSMhudnbz/TxPHnbOzOwewmHnvOedOefJYZaCc2WujJGGjzDatp2YHkBgIDkPACeQlWX09jR7569ZU+n8jj6qEACgSHfekX+d0+xs6fEnjObNJ5gHAAAojT/nGf1vmr2sRg1p0AOWLIsb2AEApXNqa0s9e9ivJwcOSI8ONUpLI6YH4P9IzgPACfw0U9q6zV7W8y4GHQDAqSzLUp/elq7rai/PzJQeGWq0cBHBPAAAwMnYscM1nb3J1Z0KDpaeeNxShQrEyAAAz7jtFum8c+1l69ZLz71oZAwxPQD/RnIeAIqQnW30vzxPzTdvLp15ho8qBAAoFsuyNOA+S1d2tpdnZEiDHzFaspRgHgAAoCTS042GDjc6cMBe3vtuSy1bkJgHAHhOUJCloY9YqlvHXv7TDOmjT3xTJwDwFJLzAFCEmbOkLVvsZd3v4Kl5APAHQUGWHh5o6dJL7OVH0qRBg41WriJBDwAAUFzjXjFatdpedn5H6ZabfFMfAEBgq1DB0qiRlqKi7OUTXjP6eyHxPAD/RXIeAApR0FPzTZtIHc7yUYUAACUWHGzpsSGWLuhoL09NlR58yGjtWgJ6AACAE/nmW6Mvv7aXJSZKjw7m5nUAgPfUqWNp2GP260x2jjT8SaMdO4jnAfgnkvMAUIiff5E2JdnLundj4AEA/E1IiKXhj1s6u4O9/OBB6YFBRv9uIKAHAAAozOIlRi+OsfeXIiKkZ0awzjwAwPvOPcdS9272spT90sOPGB06RDwPwP+QnAeAAuTkGE192965a9xIOudsH1UIAFAqoaGWnnrC0unt7eUp+6UHBholbSagBwAAyGvHDqPHhhllZdnLHx5oqUEDEvMAgLLRvZuVb1z23w3S0OFGWVnE8wD8C8l5ACjAL79KGzbay+7kqXkA8Gvh4a716tqcai/fs1ca8KDRtu0E9AAAAMekphoNecwoJcVefstN0mWXEhsDAMpOUJClxx+1VLeOvXzB39LzLxkZQzwPwH+QnAeAPHJyjKbmWWu+YQPpvHN8VCEAgMdERFh6fpSlVqfYy3ftlu5/wGjnLgJ6AACAnByjp581WrfeXt7hLOmeXiTmAQBlLzra0gvPWYqNtZd/9730v2m+qRMAnAyS8wCQx29/SOvzDEB0u8NSUBADEAAQCKKiLL3wrKVmTe3l23e4EvTJe0jQAwCA8u2t/xn98qu9rG4dafhQS8HBxMYAAN+oWcPSc89YCg+3l09502j6j8TyAPwDyXkAyMUYo6n/s3fk6tWTLujom/oAALwjOtrS6BcsNWxoL9+y1TXF/b59BPUAAKB8mjnb6K3/2csqVpSefcZSdDSJeQCAb7Vobmn4UEt5Vx8d9bzRwkXE8gCcj+Q8AOTyx1xp7Tp72Z2389Q8AASimBhLL79kqV5de/nGTdKAQUYHDhDUAwCA8mXJUqOnn7H3gYKDpBHDLdVOJC4GADhDx/Ms9b/Xfl3KypIeGWq0eg2xPABnIzkPAEcZY/TWVHvnrU5t6cILfFIdAEAZiK1s6eXRlhJr2cvXr5cefMjo0CGCegAAUD4kbTYa8phRRqa9vH8/S6e3JzEPAHCWG2+w9J/r7WWHD0sDHzLatIlYHoBzkZwHgKP+nCetXmMv63Y76+kBQKBLiLc0doylGtXt5atWSw8NMUpLI6gHAACBbd8+o0GDjQ4csJd3vUa6/lrf1AkAgBPp19dSx/PsZSn7pQcGGe3YQSwPwJlIzgOAjj41n2et+cRa0sUX+ahCAIAyVa2qK0FftYq9fOkyadiTRllZBPUAACAwHTliNPhRo23b7OVnnyUN6G/JyruoLwAADhEc7Fp//rR29vJdu6UBA42Sk4nlATgPyXkAkDT/L2nFSntZt9sthYQwCAEA5UXNGq4p7uPj7OVz5kovjTEyhqAeAAAElsxMo6HDTb54uEkT6YlhxMQAAOcLD7c0aqSl5s3t5Vu2Sv0GGO3eTSwPwFlIzgMo9wp6ar5mTenSS3xUIQCAz9SpbWnMS5YqVrSXf/2t9OZUAnoAABA4cnKMnnnOaN58e3m1atLzoyxFRZGYBwD4h6goSy89Z6l+PXv5li1S/wFGu3YRzwNwDpLzAMq9vxdKy5bby+64jScEAKC8alDf0rNPWwoLs5e/9T/pi68I6AEAgP8zxmjcq0Y/zbCXx8RILz1vKSGeeBgA4F9iYiyNedFSYqK9fMtWV4J+Jwl6AA5Bch5AuVbQU/PVq0mXd/JRhQAAjnBqa0tPPG4pKE9vefTLRr/9TkAPAAD829vvSJ98ai+LiJBeeNZSvbok5gEA/ikhwdIrL1uqU9tevnWb1O9+ox07iOcB+B7JeQDl2qJ/pMVL7GW3/5en5gEAUsfzLD14v/16kJMjDR9htHQZAT0AAPBPX35tNPkNe18mJER6eoSlli2IhQEA/i0hwdK4ly3VrWMv377d9QT91m3E8wB8i+Q8gHJt6tv2zljVqtIVPDUPADiq6zWWut1uL8vIkAY/arRpEwE9AADwLz/OMHppjL0PY1nSY49YOvMMEvMAgMCQEG9p/MuW6tWzl2/fIfW512jNWuJ5AL5Dch5AubV4idHCRfay/95qKSyMAQkAwHE977J0ZWd72YED0oMPGyUnE9ADAAD/MHO20chnjHJy7OUD+lu69GLiYABAYImLszR+jKWGDezle/e5prj/eyHxPADfIDkPoNzKu9Z8QoJ05RU+qgwAwLEsy9JDD1o6+yx7+c6d0qDBRocOEdADAABn++VXoxFP5U/M33mHdP11JOYBAIEpNtbS2NGWGjeyl6emSgMfNpo5i3geQNkjOQ+gXFq6zGjB3/ay/95qKTycQQkAQH4hIZaeHG6peXN7+br10mPDjDIzCegBAIAz/f6H0bAnjbLzJOZv+o/UozsxMAAgsFWu7Jrivm0be3lWlvTEU0Yff0o8D6BskZwHUC7lfWo+Pl666kofVQYA4BciIy09P8pSYi17+d8LpaefNcrJIaAHAADOMvdPo6HDjbKz7eXXXyv162vJskjOAwACX3S0pZeet3ThBfZyY6Sx441efS1H2dnE9ADKBsl5AOXO8hVG8/+yl912M0/NAwBOLLaypZdesBQbay+fMVOaMJFAHgAAOMfceUaPPW6UlWUvv+YqacB9JOYBAOVLWJilJx63dF3X/Pve/9A1K15qKnE9AO8jOQ+g3Jn6tr2TFRcrXX2VjyoDAPA7tWpaeuFZS5ER9vIPPpI+/JhAHgAA+N7Pvxg98phRRqa9vEtnaeADJOYBAOVTcLClB+631Ktn/uvg739Iffsb7dxFXA/Au0jOAyhXVq4ymvunveyWmy1FRDAwAQAovmZNLY0cYSk42F4+/lWjmbMI5AEAgO98P921xnzeJ+Yv7yQ9PMhSUBDxLwCg/LIsS3f819Ijg/PH9OvWS3f3Nlq8hLgegPeQnAdQruR9ar5yZanr1b6pCwDAv515hqUhD+cf3B45ymjhIgJ5AABQ9j7/0ujpUUY5OfbyTpdJjzxMYh4AgGOuvMLSmBctxcTYy/fuk+57wOjTz4yMIbYH4Hkk5wGUG6vXGP0xx152y02WIiMZnAAAnJwrOlnqfbf9OpKZKT0y1GjlKoJ4AABQdt77wOilMfn7H12vlh4bYik4mNgXAIDc2rW1NGmCpTq17eXZ2dKYcUZPP2uUnk5sD8CzSM4DKDfyPjVfKUa69hofVQYAEDD+e6t0XVd72eHD0gODjNasJYgHAADeZYzR65NzNGFi/n7HLTe51pjniXkAAAqWmGhp4gRLZ5yef98P06U+/Y127CC2B+A5JOcBlAur1xj99ru97OabLEVFMUABACgdy7J0f39L53e0lx86JA0YaLT+X4J4AADgHRkZRiOeNpr2bv59Pbpb6nuPJcsi7gUAoCgxFS298Kyl2/+bf9+aNVKPXkZ/LSC2B+AZJOcBlAuTptg7TxUr5n/KEQCAkxUcbGnYY/nvtD9wQLr/QaMNGwniAQCAZx04aPTgQ0Y/zci/794+lrp3IzEPAEBxBQdb6t0zSE8/ZSky0r5v/wFp4MNG733AOvQASo/kPICA989io3nz7WW33mypQgUGKQAAnhMebmnUSEvt2trLU1KkAQ8aJW0mgAcAAJ6xfbtR335G/yy2lwcHSYMHWbrlJuJdAABOxvnnWZo8Mf869Dk50oSJRsOeNEpNJb4HcPJIzgMIaMaYfE/Nx8VKN1znowoBAAJaeLil556xdGpre/mevdL9DxglJRHAAwCA0lm1yqh3X6ONm+zlkZHSs6MsXdWFxDwAAKVRr64rQX/eOfn3zf5Z6tXXaOMm4nsAJ4fkPICA9ud8aclSe1m32y1FRjJYAQDwjshI11p1p7S0l+9OlvreZ7R6DQE8AAA4OT/NNOp7n9Heffby+Hjp1XGWOpxJrAsAgCdUqGDp6acs9bzLUt5VYjZulO7ubTRzFvE9gJIjOQ8gYOXkGE2abO8gVa8mXdXFRxUCAJQbUVGWXnzOUrOm9vKUFKn/AKNF/xDAAwCA4svONnrt9Rw9+ZRRRoZ9X/160usTLDVpTGIeAABPCgqydOcdlp5/1lJ0tH3fkTRp+Aijl8flKDOTGB9A8ZGcBxCwZv8srV1nL+vR3VJYGAMWAADvi462NPqF/An61FRp4MNGv/1O8A4AAE7s4EGjwY8avft+/n2ntZMmjLdUvRpxLgAA3tLhTEtvvG6pUcP8+z75TLr3PqMdO4nxARQPyXkAASk93WjiJHuHqF5d6bJLfVQhAEC5FBNjadwYS6e1s5dnZEiPPm70zntGxhDAAwCAgm3aZHR3H6M/5+Xf1/Ua6cXnLFWsSGIeAABvq1XL0usTLF3ZOf++FSulHncbzZtPfA/gxEjOAwhIH34sbd9hL7u7h6XgYAYtAABlKyrK0vOjLJ13rr3cGGniJKORo4zS0wngAQCA3R9zjHr1NdqyxV4eEiI9NNDSoAeCFBpKjAsAQFkJD7f0yMNBGvKwpbAw+779B6RBg43eeCtH2dnE+AAKR3IeQMBJTjaa9o69A3Rqa6njeT6qEACg3AsPt/TUEwXfYT/9R9c69Dt3EbwDAAApJ8fof9OMhjxmdPiwfV9srDR2tKVrriIpDwCAr3TpbOn1Vy3VqmkvN0Z663/SQ0OM9qUQ4wMoGMl5AAFn4mSjI2nHty1Lur+/Jcti8AIA4DshIZaGPGTpnl6W8l6SVqyUuvc0+v0PgncAAMqzlBSjh4YYTX7DKO/KN02aSFNet3Rqa2JbAAB8rXFjS29Msgp8IGz+X65p7pctJ8YHkF+IrysA+NK2bdu0Zs0aJScnKzU1VQkJCapevbpat26tkBDf//dYtWqVNm/erN27d0uSqlSpojp16qhp06Ye+4zs7Gxt3LhRa9eu1f79+5WamqqIiAjFxMSoYcOGatSoUal/F2lpadq4caOSkpKUlpam1NRUWZalmJgYNWjQQA0bNvTY73v5CqMfptvLunSWmjRm8AIA4HuWZem/t0r16kpPjjQ6cuT4vgMHpCGPGf3neqM+vS2FhXn/2nXw4EEtXbpUu3bt0v79+1WpUiVVrVpVrVq1UsWKFb3++U7x77//as2aNUpJSVFGRobi4+NVtWpVtW7dWuHh4b6uHgD4HafH2t6UnZ2tzZs3a9u2bdq1a5cOHz6s9PR0RUREqGLFiqpTp46aNGmiyMjIfOcuW2407AmjXbvzv++ll0iDB1mKiCC2BQDAKaKjLT09QvrgI2ni60bZOcf37dot3XufUb++0g3XqcAHx4jJgfIpsCMioBCzZs3S+++/r6VLlxa4PyYmRpdccol69eqlypUrl2ndsrKy9N577+mrr77SlrwLyx2VmJioq6++WrfeeutJD2zs2LFD77//vr7//nsdOHCg0OMiIyN16aWX6pZbblH9+vWL/f6rVq3Sr7/+qgULFmjFihXKysoq8jMuueQS3XjjjWrcuHGJ/h655eQYjXvFfjdiVJRrrXkAAJzk3HMsTXzVlYzfvt2+7+NPpb8XGj06WGrWzDvXsNWrV+vNN9/UnDlzlJmZmW9/WFiYOnTooB49eqhJkyZeqUNhtm7dqhUrVmjVqlVasWKFVq9erdTUVPf+6tWr64svvij15xw+fFgfffSRPvvsM/eNkHlFRUWpY8eO6tmzpxITE0v9mQAQ6Jwaa2dlZWnDhg2268v69ettcWrnzp01bNiwk3r/v//+W7Nnz9bSpUu1YcMGZWRkFHl8cHCwzjzzTHXt2lUdO3aUMUYffSJNmGiUnW0/NihI6n23pVtvLnhQHwAA+JZlWbrlJqlFc2nYk0Z79hzfl50tjR1vtHSZNOQhKSrKdS0vzzH5WWedVar6ffbZZ6pZs+aJDwQczDIm7yRZpbNv3z5Pvh28xLIsdyCckpIiDzcDx0pNTdWoUaP0008/Fev4uLg4DRs2rNQXjOJKSkrS448/rtWrVxfr+GbNmumpp55S7dq1S/Q5X331lV5++WXbRfVEQkNDdffdd+uOO+4o8rj09HTdeuut2rp1a4nqJLkGKG699Vb17t37pG46+PRzozFj7W257z2Wbr2ZAYxyK/2QImY+odDQMElSZmaG0i5+QgqP9m29EPDK63UWJXfokNFzLxrN/jn/vuAg6dZbpDvvsBQefuJrWXHb3dtvv61JkyYVeePcMaGhoerVq5duv/32Ex5bGn///bfefvttrVy5ssibBiXPJOeXLVumIUOGKDk5uVjHR0REqH///rr++utL9bmBiO8774iNjfXo+xGnly+++H/p1Fj7008/1Q8//KA1a9YoPT29yGNLk5wfPny4pk+ffuIDC9C+/ZmKiHpcf86Py7cvPk4a/rildm0DM6blGgK/wdgC/Ajfrb61d6/RE08ZLVyUf1+9utLTIyz98su0ch2Tk5yHP/J0jM6T8yg3srOzNXToUM2ZM8dWHhsbqyZNmig6OlpbtmzRmjVr3J2WvXv36uGHH9a4cePUpk0br9Zvz549uu+++7Rjxw5beWJioho0aCBjjDZs2GB7mn7VqlW6//77NWXKFMXF5Q/kC/LRRx9p9OjR+coTEhLUtGlTRUdH6/Dhw1q3bp2tLpmZmZowYYLS0tLUq1evQt8/Ozu7wMS8ZVmqW7euEhMTVblyZe3fv1///vuv7djs7GxNmzZNmzdv1siRI0uUoN+xw2jiJHtnM7GW9B/G0AEADhYdbWnEcOnLdtK48UYZuW6Yz86Rpr0r/fKr0f39pTPPKP3A/NSpUzVx4kRbWXh4uFq0aKH4+HglJydr5cqV7gRGZmamXn31Vdd0/P/9b6k/vzBr167VvHnzvPb+uc2fP1+DBg3K91Rj9erV1ahRI0VGRmrXrl1avny5e7AkLS1NL7zwgowxuuGGG8qkngDgL5wca8+bN6/Qp/i9KTg4WDVq1FCtWrUUHR2tkJAQHTp0SElJSdq8ebPt2AUL5klWXwWHvSLLSnCXt2srDR9qKT4+MBPzAAAEorg4S2NelKa8ZTTtHfu+jZukO+6cqvQjr9vKy1tMDoDkPMqRCRMm2AYLQkJCdP/996tr164KDQ11l2/YsEHPPPOMO4DPyMjQ4MGD9e677yohISHf+3pCTk6OHn74YVsyPCEhQY8//rjOPPNM27Fz587VyJEjtefo/Djbtm3T4MGDNWnSpBNOcbdhwwaNGzfOVla9enU99NBDOvvss/Odv3DhQj3//PPauHGju+ytt97SWWedpdatW5/w7xUcHKwzzjhDnTt31umnn67Y2Nh8d26uWrVKY8eO1aJFx28n/PnnnzVlyhTdc889J/wMSTLG6PmX7Ov2StKgBy2FhjKQAQBwNsuy1PVq6ZSW0shnjNatt+9P2iwNfNjonLON+ve1lJh4cte233//Xa+/bh8E6Nq1q+655x7b1ML79u3Ta6+9pq+++spd9uqrr6phw4bq0KHDSX32yQoLC1PVqlULXeqnpLZt26ahQ4faEvOJiYl66KGH8vW5Dhw4oEmTJumTTz5xl40ePVq1a9fOdywAlGdOjrULU7FiRUVERBS6rElJBQcHq1WrVjr33HN16qmnqnnz5goPDy/w2G3btumdd97RZ599LunoDeYmSTmZoxQc9pIkqdvt0l13WgoOJp4FAMDfBAdb6t3TUquWRiOeNjp0yFWek/2HsjIn2Y4tbzF5XqeeeqpGjx6tAwcOFHuWh6pVq3qlLkBZCvJ1BYCysHXrVn344Ye2smeeeUb/+c9/bIMFklS/fn2NHz9erVq1cpft379fb7zxhtfqN336dC1fvty9HRMTo0mTJhU48NuhQwdNnjxZMTEx7rKlS5dqxowZJ/ycadOm2abLiY2N1aRJk3TOOecUmNhv166dJk2aZJs23xijN998s8jPCQsL0w033KDPP/9cY8aM0aWXXlroeoLNmjXTK6+8ossuu8xW/u6772p73kV4C/HDdGn+X/ayq66U2p/GQAYAwH80amhpyuuWet5lqaDJY/6YI93e3Wj8qzlKSSnZ1ITZ2dkaP368Ldi9+eabNWTIkHzX6NjYWD366KO6+eab3WXGGI0bN07ZeRfC9aCQkBA1adJEV199tYYMGaKpU6dq1qxZeuSRRzz2Ga+99pptir7ExMRC+1wxMTEaNGiQ7r33XndZTk6OXn75Za/+HgDAnzg91pakqKgotWnTRjfffLNGjBihjz76SD/++KOuvvpqj33Go48+qsmTJ6tbt25q06ZNoYl5SapcuYZS0wcpKORhW7nJmauoyOV68TlLd/cIIjEPAICfO7uDpTcmWWrcSDImWzlZ4+W+MU9S9Ro3qXfvweUqJs8rPDxciYmJqlmzZrF/TmY5XMBpSM6jXHjjjTdsSekrr7xSHTt2LPT4iIgIPf7447bBhK+++uqk1lE/kezsbE2ePNlWdv/99xe5bkrNmjV133332cpef/115eTkFPlZv//+u237zjvvPOGdZjExMerTp4+t7O+//9aRvI+pHxUWFqZPPvlEgwYNKvZdbMHBwXr00UdVrVo1d1lmZqZmzpx5wnP37DEa96o9QZGQIN3bh4EMAID/CQmxdOcdrgC+ebP8+zMzpQ8/lm66zWjq20ZHjhQvSf/9999r06ZN7u26deuqb9++RZ7Tt29f1a1b1729YcOGk15P90Q6d+6smTNn6u2339ajjz6qrl27qlmzZh4Nurdu3ZqvbzF06NATLg10++2367TTTnNvb9iwQd99953H6gUA/szJsbYkDR48WDNmzNDEiRM1YMAAXXbZZapTp84JZ50rqeJer/7dYNSzt9GMmVJQyDWSdapt/yUX/aqzziSWBQAgUNSqaem1Vyyd0vx7ySQd32HV0e69fdSjl9HyFQXH9YEWkwM4juQ8Al5aWppmzZplK7v99ttPeF6dOnVsgwrZ2dleufgtXrxY27Ztc29XqVJFl19++QnPu+KKK1SlShX39pYtW7RkyZJCjz906JDtSTFJOvfcc4tVx7PPPlvBwcHu7czMTNsU/LmFhISc1NQyERER6tKli63s77//LvKcnByjp581OnjQXj7oQUvR0QxoAAD8V8MGll6fYGnIw5ZiY/PvP3xYmvKm0X9uNvrfNKODB4tO0udNJt98880KCwsr8pywsDDdeOONRb6Pp8TExBT5lKEn/PHHH7YbGU855ZRir3N822232ba/+eYbT1YNAPyS02NtSYqPj1dQkDOGvn6aadSrj1FSriXng4LtU9Pu2+udKWMBAIDvRERYCg76wVYWFHyzLCtMu3ZL/e43+uIrk29a90CLyQEc54wIBfCiefPmKS0tzb3dqlUr1atXr1jn5k0W//zzzx6smcsvv/xi2+7cubMtEV6Y4ODgfEn8oupX0JPuxU2iR0RE5Jte52DejLgHNGnSxLadnJxc5PFvv5N/OvuLL5LOPZvEPADA/wUFWerS2dL70yzdfKMKnOo+Zb80+Q2j628yeu31HO1Ozj+Lzv79+7V48WL3dmhoaL7lZApz+eWX2+6UX7Rokfbv31/yv4wD/PPPP7btkqwb3759e9tTnkuXLj1hPwUAAp3TY22nyMw0GjM2R08+ZZTr1yVJCg+PsW2npqaWYc0AAEBZyBuTS6Gygi91b2VmSi+ONhr1nFF6uj1BH0gxOYDjSM4j4P3555+27Xbt2hX73DZt2tgS5WvWrNGePXs8VjepdPXLe+zcuXMLPbZSpUr5kv4ZGRnF/qy8x+Ze895T8tYvMzOz0GP/Xmj05lR7ZyU+XhpwH4l5AEBgiY621K9vkN5929Jll0gFzcSbmiq9857RZVfs04inD2nb9uPXyPnz59vWpWvWrJkqVKhQrM+uUKGCmjZt6t7Ozs7W/PnzT/4v40O7du2ybTds2LDY54aFhSkxMdG9nZOTU2S/CwDKA6fH2k6wc5dRv/uNPv08/74mTaQrLt9pK0tISCijmgEAgLKSNyZv3ryp2rXNH5N/94PUp5+xxfOBFJMDOI7kPALe+vXrbdunnHJKsc+NjIzMN3C7YcMGj9RLciW8t2yxT1tXkvq1bt3atr1ly5ZCE9phYWFq0aKFrWzVqlXF+pytW7fanpSvUKGCateuXex6Flfe30VhAxPJe4yefMoo18y0CgqSnhxmKbYyyXkAQGCqVdPSsKFBenOSpQ5nFXxMRob04Ufpuvm2HD05Mker15hS9YUk15OQuXmyL1SW8i7vEx0dXaLz8x6f9/cKAOWNk2NtJ/hrgVGPu42Wr8i/76ou0rjRWZo/b6at/LTTTiuj2gEAgLKSt8/Upk0rjXnR0q035z92zVqpRy+jP+cdT9AHSkwO4LgCJscEAsvGjRtt27mfeiqOxMRErVmzxr29YcMGtW/f3hNV06ZNm2x3zcXGxhb7STbJlSSvXLmyUlJSJLnunEtKSir0SbAbbrhBS5cudW9/8sknxQr+P/zwQ9v2FVdcUayp90sq73qFeW8mkFxTAj4xwmjvPnv53T0stTmVxDwAIPA1bmzphWctrVlr9M57RrN/lvIsTafsbOmnGdJPM4yiI+2B+8n0hXLz14GA3NPSS0XP0FOQvMf76+8BADzFybG2L+XkGE17V5rypsl3fQ4LkwY+YOmyS7I0cuTTthvUq1WrposvvriMawsAALwtb+yYmJiokBBLfe+x1LyZ0TPPGeVekfbgQemhIUY9ukt3/DdwYvKCbNu2TY888ogWLVqk5ORkHTlyRBUrVlTlypXVpEkTtW3bVhdeeKEqVark66oCHsWT8who+/fvz/eUVPXq1Uv0HtWqVbNtb968udT1Oibvk+IlrZtUsvp16tRJ5513nnt79uzZmjp1apHv/+WXX+rjjz92b8fGxqpHjx4lrueJrFixQkuWLLGVnX/++bZtY4xeeMnon8W2YnU4S7rtFo9XCQAAR2vS2NKI4UF6b5qlq64seE16SUpJsfc34uOrFXxgIbzZFypLeZfkKema8XmnW960aVOp6wQA/srpsbavHDhoNOQxo8lv2BPzxuSoevVDeuShNUrZ+55uueUWTZ8+3b0/PDxcTz75pMLDw31QawAA4E1F5QAuvMDS5ImW6taxn2OM60a/IY8ZxcRUte0LhD7TMVu2bNFnn32mDRs26ODBg8rKytK+ffu0YcMGTZ8+Xc8++6y6du2ql19+Wampqb6uLuAxPDmPgHbo0CHbdkREhCIjI0v0HrGxsUW+Z2nkfa+8n1UcJa3fyJEjNXLkSP3000+SpIkTJ+r3339Xly5d3GvQHjlyRGvXrtX333+vBQsW2D7r5ZdfPql6FiUrK0vPPvusraxNmzZq2bKlrezNqUbf/WA/t2pVaegjloKCeGoeAFA+1U60NPghSz26S59/GaaPPkmz3XUvY+8bjHqhsv7daHRtVxVrORhv9oXKUr169bRo0SL39rJly3TNNdcU69wdO3Zo9+7dtrLDhw97tH4A4E+cHmv7wpq1Ro8NM9q+XcrJ/kU5mY/Y9m/ZKD3+eP7zatasqSeeeCLfsnUAACAwnCgHUK+upckTpWeeNfr5V/u5c+ZKa1YHVp+ppI4cOaIPPvhAc+bM0bPPPqsGDRr4ukpAqZGcR0DLezfVydyFnvccT96h5Yv6hYeH66mnnlKXLl304Ycf6q+//tKyZcu0bNmyQs8JDQ3V5ZdfrnvuuUfx8fElruOJjB8/3jadYUhIiB588EHbMVPfNnrrf/bzIiKkZ0ZYqlSJxDwAAFWqWHp4UAX1ujtS/3s7RZ9+ZrRnryTZ+waHDobrzalG77wnXd7J6KYbLNWtW/i11Jt9obLUrl07ff755+7tn3/+WQMHDlRERMQJz/3uu+/ylfnr7wEAPMHpsXZZ++Y7o9FjjDJKsGJKkyZNdOONN6pTp075ll4BAACB44jt7vmC+01RUZaeelJ6/0Np4iSjnJzj+3YnB06f6Zjg4GCdeuqp6tixo5o2baoKFSooMjJSR44c0Y4dO7R48WJ999132rfv+Nq2SUlJ6t+/v6ZMmaIaNWr4sPZA6ZGcR0DLe+ELCwsr8XvkvVjmfc/S8GX9srOzFRISouDg4CLXXI2IiNDtt9+url27eiUx//XXX+db075nz55q0qSJe/vtd4ymvGlfrM+ypOFDLTVrRmIeAIDcKlcKUrfbg3TzjTmaMVMa8WTevoGr75CRIX31tfTV10ZndzC6+UZLbdtIlmW/tnqzL1SWzj77bFWsWFEHDx6UJB08eFCTJ09W//79izxv586deu+99/KVZ2dnKy0trVjJfQAINE6PtctKerrRmLFG3+S/h+uE1qxZo08++USWZemKK65QUBArTwIAEIjyJtML6zdZlqVbb5aaNZWGPWmUknJsj//3mXLr3bu3rrnmGsXHx6ty5cqSpJSUFJmjawI1adJEHTt2VK9evfTGG29o2rRp7n179uzRkCFDNHXq1HxjF4A/oeePcuVkvrDL8ku+LOq3a9cu3XvvvXrwwQf166+/Ki0trcjj09LSNHnyZF177bUaO3bsCY8viblz5+q5556zlZ1zzjnq1q2be3vau0aTppi8p2rgAEvnncsFGACAwoSFWep8hVXoWvS5zZkr3feAUY/eRj/OMMrKOn7tDZSAt0KFCrrxxhttZe+9916+mwRz27VrlwYMGFDotIGB8rsBgNJyeqztDVu3GfXpV3Bi/pRTztTkyZ/ps89cPx9//LHefPNNPf744+rUqZN7UH7VqlV66qmn1LdvX6UcH4EHAAAB7ER9oHZtLb05yVKL5u4zbPuzsqTk5Pzj5f6ie/fuiouLO+Fx4eHh6tu3rwYOHGgrX716tX788UdvVQ8oEzw5D8fbtm1bsY+tWbOmbTvvmnfp6ekl/vy855R0Hb2ilHX9du3apd69e2v79u3usoiICF199dU6//zz1ahRI1WoUEGpqanatGmTfv/9d33++ec6cOCAMjIy9P7772vx4sV6+eWXFRMTU+K65rZ48WI98sgjysrKcpedeuqpevrpp2VZlnJyjCZMNPrgo/znPjjAUtdr/HsgBwCAshIVFaUDBw64t887N11/zncF9HmtWSONGGk0cZJ0w3XS1V282xcqa3feeafmzp2rFStWSJKMMRozZoxmzZqlq666Sk2aNFF4eLiSk5M1Z84cff755+6nHKpWrapdu3a53ys8PPykpnEGAKcI5Fjb2+bMNRrxtFFB927dcL107z2RCg2NyrevRYsWuvLKK9WnTx+NGDFCCxculCT9888/uvfee/XGG28wIwsAAAEmb0xenH5T1aqWXhkrjXvV6PPP7ccbE6m77jZ6crjUtk3gj5HfcMMNmjdvnn777Td32aeffqpOnTr5sFZA6ZCch+Ndd911xT72zz//tG1HRdmDYU8MGOR9z9Io6/oNHz7clphPTEzU6NGjVadOHdtxMTExatWqlVq1aqUbbrhBgwcPdg9ir1ixQsOHD9fo0aNP+kmHZcuW6cEHH7Q9hd+iRQuNHj1aERERSk01euZZo59/zX/uA/dZuq5r4Hc6AADwlMjISNtAwB3/zdSgBy19+rnRF19JR2d5t9m1S5ow0Wjq21KHM+2z5niyL1TWQkND9eyzz+rBBx/UunXr3OWLFy/W4sWLCz2vUqVKeuyxx3T//fe7y6Kjo71aVwDwtkCOtb0lO9vozalG/5uWf19khDT4IUuXXHzieLV69eoaM2aM+vXrp6VLl0qS1q9fr4kTJ2rAgAEerjUAAPClvDF5cftNYWGWBj1gqXLFdE2ZYntH7d0nDXjQqG8f6cYb/H9GohPp1q2bLTm/fPlyHTx4UBUrVvRhrYCTx7T2CGh5B03T0tJKvCbLvn37inzP0qhQoYJt+2SmsStu/f78808tWrTIvR0aGlpgYj6vKlWq6KWXXrI9KT937lz9/vvvJa6r5Jq2r0ePHrbpYZs0aaKxY8eqQoUK2rjJ6O57Ck7M39fP0vXXBXZHAwAAT8vbN0hJSVFCgqXedwfps48sPXCfpTwPRLqlpko/zfBeX8gXqlat6l6yJ6QYc/6fdtppeuutt/I9yRgfH++tKgKA4zk91vaGfSlGAx8uODFft440aWLxEvPHhIeH6+GHH7aVff7554UupQIAAPxTQTF5STRrlud4y5WQzs6Rxr9qNHyEUWqq/05zXxwtWrSw5Seys7O1YcMGH9YIKB2S8wholSpVyjf9+o4dO0r0HnmPr127dqnrVdh75X6qvbiKW7+ZM2fati+99NITJuaPiY2N1Q033GAr++abb0pQS5d///1X3bt3t3VAGjZsqHHjxqlixYqaOdvo7t5Gm5Ls5wUHS489YunGG0jMAwBQUomJibbt3P2NyEjXjW/vT7P09AhLrU4p4A2Mva9x8GCi1q3378A/MjJSgwcP1kcffaR77rlHp512mqpWrarw8HBFRUWpXr166ty5s8aNG6dXXnlFNWvW1MaNG23v0axZM99UHgAcwOmxtqctW27U426jBX/n33fRhdLkiZbq1yt5vNq4cWPVr1/fvZ2enm67qR4AAPi/omLy4sjbZ7Is+/vNmi316mu0aZN/x+lFCQoKUrVq1WxlJ/OgI+AUTGsPx8s7fV5J1a1b1z1NnCRt2bLFFvyeyNatW23b9erVK1V9cqtbt66Cg4OVnZ0tyfXkwOHDh/M9UV+Yw4cP2y5CwcHBhQ5o5J66VZJOP/30EtX19NNP15tvvunePjbNfXFt2rRJ/fr10969e91ldevW1bhx4xQaWkmjns/Rt9/lP69iRWnEcEuntycxDwDAyahXr55++eUX9/aWLVvyHRMcbOn8jtL5HS0tW270wUdGv/4m5eRIxtj7QruS6+nOHkbnnWN0x+2Wmjfz32t0zZo1deedd+rOO+884bHLli2zbbds2dJLtQKAshHIsbanGGP02Reup9Kysuz7goOle++x9J9STiVbp04d25NfBV2nAQCA/ypOTF6UvH2mNm3qaWmeofmNG6WevY0eGihddqn/xuhFCQ8Pt22fzLJKgFPw5DwCXsOGDW3beQdWi3LkyJF8Se0GDRp4pF6SFBYWplq1atnKSlK/JUuW2LYTExMVFhZW4LEH8ywoGxcXV+zPkfJP3VqSO9M2b96sfv36ac+ePe6y2rVr69VXX1XS5jh1u8sUmJhv0kR6YxKJeQAASqOkfaFTWloa+WSQ3n/H0g3XSZaW2vZbQa6+0G9/SHffY/TgQzn6Z3Hg3qEvuZIzCxYssJW1bdvWR7UBAGdwcqztCUeOGD31tNGYsfkT8/Hx0rgxlm78j1XqNV7zLrGSmZlZqvcDAADOUpo+k5Q/B3DdtQ31/ChLeVcEOpImjXja6LkXcpSeHngxet58RKVKlXxTEcADSM4j4J111lm27YULFxb73H/++cf9VLvkWhvd0+uLlqZ+eY/t0KFDocdWrFjRtp2Wllbsz5Gk1NRU23ZkZGSxztu2bZv69eun3bt3u8tq166tF198Ve+8F6f7HjDasTP/eV06S6+Nt1SzBol5AABK44wzzlBwcLB7e9WqVTp8+PAJz6tV09LdPY4oyFqdqzRYVtAZtuPm/yX1u9+o3/05Wrgo8AYAJGnBggW2qQfbtm1b7OWBACBQOT3WLo2kJKNefYx+nJF/X9s20luTLZ3a2jOx6q5du2zbJb2RHgAAONvJxuSSa+bc1auPx+TBwcE644wzdHYHS2+8bqlRw/znfP2t1KuPUVJS4MTnKSkp2rZtm62sSpUqPqoNUHok5xHwzjrrLNuUJ0uXLs23Zmhhvv32W9v2BRdc4MGauZx//vm27e+//942SFGY7Oxs/fDDD7ayouqXkJBg216zZk3xKylXpyG34gyc7NixQ/fee6927jyefa9Vq5bu7jVZAwYl6JPPJJOnjxAVJT062NKQh4MUHk5iHgCA0qpcubJat27t3s7MzNSPP/5YrHOnT5+urFyPC9aq1UaVKsUUeOw/i6X7HjDqPyDwnqSfNm2abfvaa6/1UU0AwDmcHmufrBkzjXr0NtqwMf++226RxrxoKS7OM7HqwYMHtXLlSltZ3nVpAQCAf/NkTN62bVv3E+O1all6fYKlq7rkP2/9v1KPXkY//Ghk8g7A+6GffvpJOTk57u24uDhHLokEFBfJeQS8iIgIXXTRRbayvAOsBUlKSrKtBRMcHKzLLrvM4/Vr06aNatas6d7etWtXvqR7QX744Qfb0+iJiYm2i3xe7dq1s21/++23xZ4uzxijr776Kl+9i7J7927169fP9pRZfHwV1W/0ikY8HaNcVT/+nqdK/3vDUucrSMoDAOBJnTt3tm1/8MEHysjIKPKcjIwMffjhh7ayHj2u1CcfWOp7j6XY2ILPW/SP60n6+x/M0eIl/j8I8O2332r+/Pnu7SZNmuTrWwJAeeT0WLukcnKkF0fn6ImnjI4cse+rUEF65ilLfXoHKSTEc/Hq1KlTbQPusbGxatWqlcfeHwAAOIOnYvK87xMebmnwoCANe8xSZIT9/CNp0shnjJ4caXTwoP/G5nv27NFbb71lKzv33HNLvbQQ4Esk51Eu9OzZ07aO27fffqtff/210OPT09P11FNP2ZLXV199dbHuYD/rrLNsP3///XeRxwcHB+vuu++2lY0dOzbfNC25bdu2TWPHjrWV9e7dW0FBhf+XPv/8822/gx07dujFF18s1p1zkyZN0ooVK2xlF154YaHH7927V/369dOWLVvcZVEVEpSa/or+nFct3/FhYdK9fSyNG2OpBtPYAwDgcZ07d1bdunXd25s2bdJrr71W5DkTJkzQpk2b3Nv169dXp06dFBVl6dabLX3ygaUH7rNUNc9Mclnp9yor7WzNm3O2evfqoOv/M0lLlzlnICAr78LBRZg9e7ZGjRrl3g4ODtZjjz2Wb31gACivnBxrl9ScP6Uvvspf3rCh9MbrljqeV3CsOmvWLNt0s8X1xRdf6L333rOVXXfddbZpbwEAQGDwZExekMsutTTldUsN6h+PyY/9TP9hiu7saXx+8/ymTZv022+/leicPXv2aNCgQdq7d6+7LDQ0VN26dfN09YAyxagSyoVatWrppptu0rvvvusue/TRR3X//fera9euCg0NdZdv2LBBzzzzjJYuXeouq1Spknr06OG1+nXq1EmffPKJli9fLkk6cOCAevXqpccff1xnnnmm7dg///xTTz31lA4cOOAua9WqlS655JIiP6NmzZq69tpr9fHHH7vLvvzyS+3cuVN9+/ZVkyZN8p2TlJSk119/XTNnzrSVt2/fXmeccUa+4yXXtHz33XefreNgWZFKy3hElhUiabvt+NatpV49LFWrJu3YUXC9AQBA6QQHB6t///566KGH3Dfmvf/++zpy5Ij69OnjnhZPcq3l9tprr+nLL790l1mWpfvuu8+WMAgPt3T9ddJVXaRvvpOmvWO0Ozn/Z2/bJvXpZ3TG6UZ33WnplJYFJzd27dpVYOI8dxAuuZb2KewmxqioKFWuXLnQ34Mk3XbbbTrnnHN04YUXqmXLlgXe3Lh+/Xr973//yzfVYJ8+fdS0adMi3x8AyhOnx9pZWVn51nQ/5tChQ7btgwdSFRRij1cvvEDq0d1SXFxlSVEFvs/ixYv12GOP6fTTT9cll1yis88+O9+ycsfk5ORo4cKFev/99/XHH3/Y9tWpU0d33HFHcf5aAADAz3gjJs+rbl1Lk16Trr9B2pMnNt+5U+o/wOj224y6d7MKnAnI2zF5cnKyHnroITVs2FCXX365LrjggkKPPXz4sL777ju99dZb+T6/e/fuqlWrVoHnAf7CMh5ecGLfvn2efDt4iWVZ7i++lJSUgFh35ESys7M1aNAgzZ0711YeGxurpk2bqkKFCtq6datWr15t+32EhoZq/PjxJ5zG/ZizzjrLtv3qq6/qtNNOO+F5ycnJ6tmzp3bkyVDXrl1bDRo0kDFG//77r+1pdEmqUaOGpkyZUqw14NPS0nTfffdpyZIl+fbVrFlTDRo0UIUKFXTkyBFt2rTJlmDP/Xmvv/66qlatWuBn/P3337r33ntPWJfi+vPPPz32XiiH0g8pYuYTCg0NkyRlZmYo7eInpPBo39YLAa88Xmfhe8Vpd1OnTtXEiRNtZeHh4WrZsqXi4+OVnJysFStWKD093XbMvffeq9tvv73Iz09PN/rmW+nll/sqM2PR8XoF36Xg0J7u7TPPkHr1tNS0iX0woGvXrvn6QSXVuXNnDRs2rMhjOnXqpP3790tyDRw0bNhQ8fHxCgsLU0pKipKSkgqsR/fu3dW7d+9S1S8Q8X3nHbGFrRtxkojTy5ey/n/p5Fh727Ztuu6664r3FynC0KFD1aVLAQu6ShozZky+KWfj4+NVt25dVaxYUZGRkTpy5Ij27t2r9evXKzU1Nd97JCYm6tVXX1W1avlnmgtkXEPgNxhbgB/hu9XZvBmTH9OnTx8tWlR4TN68uTT8MUuJiWUbkxeUN6hYsaIaN26s6OhoRUVF6ciRI9q5c6fWrl2r7OzsfO/RtWtXDRkypFR1BE6Gp2N0npxHuREcHKynn35azzzzjGbMmOEu37dvX6EJ4NjYWA0bNqzYgwWlkZCQoHHjxmno0KFas2aNu3zz5s3avHlzgec0bdpUI0eOLFZiXnKtCTh69Gi98MILmj59um3ftm3bipxKX5Latm2rYcOGFZqYl6QCrpkAAMAh7rzzTlmWpcmTJ7vviE9PT9fChQsLPD4kJES9evUq1iDAsSfpf/pR+uefwo+bN1+aN9/o4guN7u6Rf0CgLKWmptqe4CxITEyMHnroIV166aVlVCsA8C9Oj7V9Yc+ePdqzZ0+xjr3iiit0//33n3DmFwAA4P+8GZMX18qVUveeRv3ula7uIp+u3X7w4MFC/+65RUZGumdmAgIByXmUK1FRURo5cqQuuugivffee1q2bFmBx8XExOiSSy7R3Xff7fE7YopSp04dvfnmm3rvvff05ZdfauvWrQUel5iYqKuvvlq33npridc8jY6O1pNPPqmrr75aH3/8sf744w/ben95BQUFqV27duratasuvvjiIi/Wy5YbvTiauzEBAHCybt266ayzztIbb7yhuXPnFtgPCA0NVYcOHdSzZ88Cl74pSt6uQlSklF7AMu8zZ0s//2p09VVGd95edoMBN910k37++WetW7dOOTk5hR5XrVo1denSRTfddJNiYmLKrH4A4I+cHmt7080336zq1atr3rx5Wr58uQ4ePHjCc+Li4nTRRRepS5cuatasWRnUEgAAOIW3Y/K82p9macly+0N1R9KkF14ymjVbeniQVKum92PyevXqqVu3blq0aJFWr16db3aAgtSpU0dXXnmlrrnmGm5kREBhWvtyiultXLZt26ZVq1YpOTlZaWlpiouLU40aNdS6dWvb2ni+smrVKiUlJWn37t2SpCpVqqhOnToeDd4zMjK0du1abdy4UQcPHlRqaqoiIiJUsWJFJSYmqmnTpoqKKnhtvWP2pRhNnGT07XcF74+OlnrfbemaqyzFx7sGYMpzu0MZYuo5+AjXWfjCybS7AwcOaOnSpdq9e7f279+vSpUqqUqVKmrVqpXHEtLp6UZffCW9+57R3kJChYgI6cYbpFtvthQdXTaJ+sOHD2v16tXatm2bUlJSlJGRofDwcFWpUkWNGzdW/fr1y6Qe/o7vO+9gWnuUhhP+Xzox1t6+3ejpZ43+WZx/X3i4NHCApc5XlO4aZIzR1q1btXnzZu3cuVOHDx9Wenq6wsPDVaFCBcXHx6tx48aqXr16qT4nUDihrQLFwtgC/Ajfrf6lLGJySVq1yuiJkUZ5VsyV5IrH7+ll6bquUlBQ2cTjOTk52rJli1JSUrRz507t3LnTHZNXrFhRCQkJat68ecDczAn/5+m2SHK+nOIiDU/Izjb6+hvp9SlGhT0ccEUnqe89lmJjLdodyh4BNHyE7zv4gtPbXVqa0SefSe+8Z3ToUMHHVIqRbv+vpWuvcU2TD+dzervzVyTnURr8v7Qzxui7H6Sx440KWO5dDepLTwyz1KA+152yRluF32BsAX6E71YU5sgRo3GvusbzC9LqFOmRhy3VqVM2fSLaKvyJp2P0II++G4ByY+Uqo959jV4cU3BivkF96ZWxlh57JEixsQxyAABQ3kVEWPrvrZY+es/SrTdLYWH5j9l/QHplgtGtdxjNnG0IzgEApbJ1m9GDDxmNei5/Yt6ypFtvlqa8TmIeAAAEvshIS4MHBenF5yxVrZp//9JlUrceRlPezFF6OrE44E0k5wGUyIEDRi+8lKNefYxWrc6/PzJS6n+vpTcnW2pzKgMcAADALibGUt97gvTBO5auulIKKiAi2blTGv6kUb/7jdasZVAAAFAyWVlG731gdEd3o78W5N9fvZo0/mXX9SgsjLgVAACUH2edaWnaW5a6XpN/X2amNPVt6fbuRn/OIxYHvIXkPIBiycoy+uQzo5tuM/rya6mgB9kuvkh6f5qlm/5jKSSEAQ4AAFC4qlUtDX4oSNPesnR+x4KPWbxE6tHL6LkXcrR3LwMDAIAT+3uh0V13G02YaJSenn9/5yuk/73JzeQAAKD8qlDB0qAHgjRujKWaNfPv37ZNGjTY6OFHcrRpE7E44Gkhvq4AAOf7c57RKxOMNm4qeH/dOtID91tqfxqDGwAAoGTq1rX09AhLy1cYvfa60T+L7fuNkb7+Vpo52+jOO6T/XC+FhtLnAADYbdvuilt//a3g/VUSpIEPWjr3bK4hAAAAktSuraX/vSG9OdXoo4+l7Bz7/jlzpXnzjLpeY9S9m6XKlelHAZ5Ach5AoTZucg1u/Dmv4P0REdKdd1i66T8MkgMAgNJp2cLS+JelX39zrTu/fYd9f2qqNGGi0VffSP36Sud0kCyL/gcAlHf7Uozenmb0xVeuqVjzsizp2muk3ndbqlCB6wYAAEBukZGW7u1jqdNlRi+NMVq6zL4/O0f69HNp+o9G3e6QrusqhYfTpwJKg+Q8gHw2bTL63zSjGbOknJyCj7nwAqlfX0vVqnIhBgAAnmFZrinuzzpT+ugT6e1pRkfS7Mds2SINedTojNOl+/pJ9erSFwGA8ujQIaOPPpHe/9DoyJGCj2ncSBr4gKVTWnKtAAAAKEqjhpZeHSd994P0+mSjffvs+w8dll59zfWE/e3/lbp0lsLC6GMBJ4PkPAC3TZuMpk4zmjGz4DXlJalJE+n+fpZObc2FFwAAeEd4uKXbb5Ou6CRNnGz0w/T8x8z/S+p2l9H117qm16tYkb4JAJQH+/YZffSp0eefuwaJC1K5knR3T0tdOkvBwVwfAAAAiiMoyNV/uugCadp7Rh9+JGVk2I/ZnSyNftnonfekO/4rXXkFs+oCJUVyHoCWrzD66BOjWbMLT8rHx7mmAby8k+siDQAA4G0JCZaGPmLp2muMxo43WrHSvj872/WE/Y8zjHr3lDpfQRIGAAJVUpLRJ58Zffu9lJ5e8DGhoa4p7O/sZimGm7YAAABOSlSUpd49LV1zldGkyUY/zsh/zK5d0oujjaa9K916s9T5ctcU+QBOjOQ8UE6lpxvN+ln67HOjlasKPy4yUvrP9dJ/b7UUFcXFFQAAlL2WLSxNfFX6aYb02iSj5GT7/pQU6bkXjT7/ShrQX2rdij4LAASC7GyjP+dJn35uNP+vwo+zLOnyy6S77rRUowbXAAAAAE+oXs3SsKGWbrjeaOIko4WL8h+zc6c0ZqzR5Dekq68yuuFaS1VZChcoEsl5oBzJyjL6e6H000yjX3+TUlMLPzYqSrr+Ounm/1iqVImLKQAA8K2gIEudLpPOO9c1vd4HH0qZmfZj1qyR+vY3uvQSo769LVWpQh8GAPzRxk1G3/1gNP1Hac+ewo+zLOn8jtJd3Sw1aMB3PgAAgDe0aG5p3BhLi/4xeuMto38W5z/m0CHpvfelDz8yuvACoxuus9SyhWRZ9NGAvEjOAwEuOdn1hMG8+UZ//S0dOFD08VFRriflb/qPpZgYLpwAAMBZjk2v1+UKo1cmGP32R/5jfpoh/fa70e23STff6FrDHgDgbPv2Gf38q/TdD0YrVxZ9bHCw1Oky6b+3WKpTh+94AACAstC2jaVXxlpauMiVpF+8JP8x2dnSjJnSjJlG9epJXTq7+m2xlemzAceQnAcChDFGKSnSho3S2nXSihVGK1ZJ27cX7/xq1aRrr7F0dReRlAcAAI5Xq5alUU9b+muBaz36jZvs+9PSpMlvGH3znXR3D+mSi1xP3wMAnGPrVqNff3fdULV0mWRM0cdXipGu6iJd29VSNaZLBQAA8Il2bS21bSMt+kf68GOjP+YUfNzGjdIrE4wmTpLOPdvoys6WTm8vhYTQj0P5RnIe8BNpaUa7k6XkZCl5j7R7t7Rnj6ts925pU9KJn4rPy7Kk9qdJ13W1dHYHKTiYiyIAAPAvp7e3NPUN6bMvpDffMjp02L5/+3ZpxEijd9+XevWQzu7AtHoA4CtpaUZLlkoLFhr9+af074binde0iSshf+nFzIYCAADgBJZlqV1bV6I+abPRx58affe9lJ6e/9isLOnnX6WffzWqXEm64AKjyy4J0nnnGm6iR7lEch7wscxMo+07pF27XGvp7dnrSron73Ft793rKjt8+MTvVVzNm0mXXmzpooukhHgufgAAwL+FhFi68Qbp0ktcT8t//U3+py/Xr5cGP2rUvLnU7XbpHJL0AOB16elGq9dICxdJfy80WrZcysws3rnxcdJll0pXdGI9eQAAACerU9vSwAGW7r7L6Muvpa+/Ndq2reBjU/ZLX3wpffFljmrUSNHlncJ05ulGzZsZHh5EuUFyHigDWVlGm7dISZulrVtdU/dt3eZ6vXOXlJPj3c+PruB6Qv6MMyydcbpUvRoXOQAAEHhiK1t6eKClrlcbvTzO9XRmXitXSkMeNWrYULrjNun8jkypBwCekrzHaPlyaeky1zT1q9e4npQqrsgIqUMHV0KeKU8BAAD8S0yMpdtvk267RfpnsfTNt0Y//yplZBR8/PbtOXprapremipVriR1OMvonLNdOYyoKPqBCFwk5wEPS083WrNWWrNWWrfOaO0611R9hV2APC0sVKpTx/V0fPPmllo0l+rVZVADAACUH00aW3p1nPTHHGnSFFPgtMnr10vDRxhVrSJ1vca1hnFsZfpLAFBcyclGq9ZIq1e7no5fvcY1+1tJVa4snXeOdN65lk5rx7T1AAAA/i4o6PiU9w8cNPpppvT9dKOVKws/J2W/9P1013EhIVKrU4zan2ap/WmuJY7IbyCQWMbknfCxdPbt2+fJt4OXWJalypUrS5JSUlLk4WZQrqSmuqbm+2ex0eIlrqexMoo5Td/JiIqSqiRICcd+4qWEBEs1akj160rVqzt37XhftbuVRV31EdCCMlNVb/nrCg0NlSRlZmZqY8veygmN8nHNEOgsy1JMTIwk6cCBA1xnUSrNmzcv1nH07wqWnW00Y6b0xtTCp9WTXDc4duwoXXmFaxDBqf0pp6HdeUdsbKxH3484vXzx9P/LrCyjpCRp/QZp/Xqjf/+VVq89uUS8JAUHSc2aSae1k848w9IpLfnO9TR/iYHpM8NfMLYAf8J3q+cVNybHiW3dajRjlvTTDKONm4p/XnQFqW1b6fT2ltq3k2rXZpk6lC1Px+gk58spBtFO3v79rilS/1litGSJtGaNlO2BaekrVpTi413r6iXEH30dbyk+7thrV7k/T+fiq3YXFxdXJp8D56kYZunVzhVtZfd+d1AHM/jOA+A/9u7dW6zj6N8VLSvLaOYs6e13jDYlFX1s1SqudY7P72ipWVOC/qLQ7ryD5DxK42T/XxpjlJwsrf/X9fPvv0br/pU2bSrZ1PT56yM1aCC1ayOddpqlNq2l6Gi+V72JGBjwLMYWgPKtuDE5is8Yo/X/WvpjTrh+/iVDa9dll+j82FipdSupdStLrU6RmjTmyXp4l6djdKa1B04gOdnon8XS4qVGixerwGlRiys+XqqdKNWqJdWqaalWLSmxllSrJoMTAAAA3hQSYqnTZdIlF0u//CZ98KHRikIeLNy1W3rnPemd94yqJEjnnWt0xhkklAAEjgMHjTZskDZskP7d4Fr+498N0oEDpX/vyEipZQup1SlSq1MstWwhVajAdycAAABcLMtS40aWTm8fpQH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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 311, "width": 1011 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 3))\n", "\n", "diff = trace5.posterior.mu.sel(study=0) - trace5.posterior.mu.sel(study=1)\n", "az.plot_posterior(diff, ref_val=0, ax=ax[0])\n", "ax[0].set(title=\"difference in study level mean estimates\")\n", "\n", "diff = trace5.posterior.sigma.sel(study=0) - trace5.posterior.sigma.sel(study=1)\n", "az.plot_posterior(diff, ref_val=0, ax=ax[1])\n", "ax[1].set(title=\"difference in study level std estimate\");" ] }, { "cell_type": "markdown", "id": "cd2058b6", "metadata": {}, "source": [ "No compelling evidence for differences between the population level means and standard deviations." ] }, { "cell_type": "markdown", "id": "fed9dcc9", "metadata": {}, "source": [ "Population level estimates in the mean parameter. There is no population level estimate of sigma in this reparameterised model." ] }, { "cell_type": "code", "execution_count": 54, "id": "6e6d2a5a", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 311, "width": 1011 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10, 3))\n", "\n", "pop_mean = rng.normal(\n", " trace5.posterior.mu_pop_mean.values.flatten(), trace5.posterior.mu_pop_variance.values.flatten()\n", ")\n", "az.plot_posterior(pop_mean, ax=ax, ref_val=true_mu)\n", "ax.set(title=\"population level mean estimate\");" ] }, { "cell_type": "markdown", "id": "99146a85", "metadata": {}, "source": [ "Another possible solution would be to make independent inferences about the study level parameters from group 1 and group 2, and then look for any evidendence that these differ. Taking this approach works just fine, no divergences in sight, although this approach drifts away from our core goal of making population level inferences. Rather than fully work through this example, we included the code in case it is useful to anyone's use case.\n", "\n", "```python\n", "with pm.Model(coords=coords) as model5:\n", " # Study level priors\n", " mu = pm.Normal(\"mu\", dims='study')\n", " sigma = pm.HalfNormal(\"sigma\", dims='study')\n", " \n", " # Study 1\n", " probs1 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[0], sigma=sigma[0]), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"normal1_cdf\", probs1, dims='bin1')\n", "\n", " # Study 2\n", " probs2 = pm.math.exp(pm.logcdf(pm.Normal.dist(mu=mu[1], sigma=sigma[1]), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs2, np.array([1])]))\n", " probs2 = pm.Deterministic(\"normal2_cdf\", probs2, dims='bin2')\n", "\n", " # Likelihood\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values, dims='bin1')\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values, dims='bin2')\n", "```" ] }, { "cell_type": "markdown", "id": "bffa3869", "metadata": {}, "source": [ "## Example 6: A non-normal distribution\n", "\n", "In theory, the method we're using is quite general. Its dependencies are usually well-specified:\n", "\n", "- A parametric distribution\n", "- Known cut points on the support of that distribution to bin our data\n", "- Counts (and hence proportions) of each bin\n", "\n", "We will now empirically verify that the parameters of other distributions are recoverable using the same methods. We will approximate the distribution of [Body Mass Index](https://en.wikipedia.org/wiki/Body_mass_index) (BMI) from 2 hypothetical (simulated) studies. \n", "\n", "In the first study, the fictional researchers used a set of thresholds which give them many categories of:\n", "- Underweight (Severe thinness): $< 16$\n", "- Underweight (Moderate thinness): $16 - 17$\n", "- Underweight (Mild thinness): $17 - 18.5$\n", "- Normal range: $18.5 - 25$\n", "- Overweight (Pre-obese): $25 - 30$\n", "- Obese (Class I): $30 - 35$\n", "- Obese (Class II): $35 - 40$\n", "- Obese (Class III): $\\ge 40$\n", "\n", "The second set of researchers used a categorisation scheme recommended by the Hospital Authority of Hong Kong:\n", "- Underweight (Unhealthy): $< 18.5$\n", "- Normal range (Healthy): $18.5 - 23$\n", "- Overweight I (At risk): $23 - 25$\n", "- Overweight II (Moderately obese): $25 - 30$\n", "- Overweight III (Severely obese): $\\ge 30$" ] }, { "cell_type": "code", "execution_count": 55, "id": "80df5f5f", "metadata": {}, "outputs": [], "source": [ "# First discretization\n", "d1 = np.array([16, 17, 18.5, 25, 30, 35, 40])\n", "# Second discretization\n", "d2 = np.array([18.5, 23, 30])" ] }, { "cell_type": "markdown", "id": "d1b7b7ea", "metadata": {}, "source": [ "We assume the true underlying BMI distribution is Gumbel distributed with mu and beta parameters of 20 and 4, respectively." ] }, { "cell_type": "code", "execution_count": 56, "id": "7c920565", "metadata": {}, "outputs": [], "source": [ "# True underlying BMI distribution\n", "true_mu, true_beta = 20, 4\n", "BMI = pm.Gumbel.dist(mu=true_mu, beta=true_beta)\n", "\n", "# Generate two different sets of random samples from the same Gaussian.\n", "x1 = pm.draw(BMI, 800)\n", "x2 = pm.draw(BMI, 1200)\n", "\n", "# Calculate bin counts\n", "c1 = data_to_bincounts(x1, d1)\n", "c2 = data_to_bincounts(x2, d2)" ] }, { "cell_type": "code", "execution_count": 57, "id": "96720eb4", "metadata": {}, "outputs": [ { "data": { 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+97+X+8nSklatWqV//etfys7Otl2bN2+eevTo4fC+xx57TAsXLix1/aabbtJLL71U7ifPNmzYoJEjR9ptcFx77bVavny5vLy89MQTT2jYsGHl9vvuu+/qrbfespV9fX21Zs0a2+ZnWb766itNmjSp1PXAwEC999576tmzZ7n3zp49Wy+++KLdtVtvvVXPP/98ufccPnxYsbGxtnKTJk30ww8/lFtfOv0J2FdeecVW9vX11dNPP61bb73V4X27du3SP//5T7t59uijj2r06NEO76spV199tY4cOWIrjxs3TuPHj/dILAAAAACA2oN9FPZRirGP4t59lJI//7M99NBD+sc//lHuvZs2bdI999xjS0CUpFatWumbb74pd05LpV/3ypUrbQk7ZRk+fHiZjwO944479OSTT5abnJeenq7hw4drz549tmsXXnhhmWuxOiQnJ6t///52j38MDAzUSy+9pL59+1Z4f35+vhYvXqxOnTqpdevWZdYZPXq0fv75Z1vZMAxNnjzZ4ftA8aNdzz5pMCQkRN99950tCbIs7dq1sys7evxlWUq+77344ou6+eabna5frE+fPnrjjTfKTfDNy8vTvffea/dziYyM1OrVqx3Ow/Xr12vEiBG2co8ePUo9/taR5ORkXXnllbaT1nx9fTVv3jynkxuTk5O1a9cu9enTx+k+AeBcwGMZAQCApQQHB+udd94p8yh86fQ/Ordu3arZs2drwoQJuuaaa3T55ZdrwoQJWrBggU6dOuVyn926ddOtt97q9IakJF111VV68skn7a59/PHHLvctSV27dtUrr7zi8B/NPXr00IABA+yuLV++XJL0j3/8w+FGRHGd5s2b28r5+fl2n5p1xQsvvOBwQ1KSRo4cWeoTWwsXLqzWY/vT09M1bdo0u2svv/xyhRuSktSxY0dNmzbNbhNr9uzZtk9XAgAAAABQG7CPUjb2UUpjH8U9hgwZ4jCxS5IuueQSvfbaa3bX9u7dq2XLltVkaJJOJ4j95z//cXjqWlhYmJ577jm7a3FxcTp48GCNxPT+++/bJXZ5e3vr/fffdyqxSzqdHDRo0KByE7u2b99ul8AkSffff3+F7wPt27fX+++/b/ezysjIqPFH31aHiy66SFOmTHF4cqOfn59eeOEFu0cfnjhxQps2barR2Hbv3m33CM3rrrvOpVPrzjvvPBK7ANRJJHcBAADL6dq1q+bPn68WLVo4Vf/YsWP67rvv9MQTT+jyyy/XpEmTqnXzqzwDBw60Ow58/fr1lWpn8uTJ8vb2rrBe//79S11r0KCB7r///grv9fb21o033mh3befOnc4H+f/17NlTN9xwg1N1H3jgATVo0MBWLiws1Oeff+5yn+X59NNP7Y7vjo2NLfUaHenSpYv+/ve/28rJyclatWpVtcUHAAAAAIA7sI9SNvZR7LGPUvMiIiL00EMPOVU3NjZWV111ld21Tz/9tAaiOsPX11dPPfWUU3U7deqkjh072l2rzBqoSEpKir744gu7a/fcc0+Fp/q5ouSpUi1atNA///lPp+696KKLSiWBffHFF3anEFrRk08+aZe0VZ7o6OhS8/DsRzXWhJKPxnR0+hwA4AySuwAAgCV16NBBixcv1lNPPeX05qQk5eTk6KuvvlLfvn21YMGCmgtQkpeXlzp16mQrp6SkuPwJto4dO5baKCnP2X0V69+/v1P/UC/r/n379jl139mGDBnidN3g4OBSn5Ktzk2/xYsX25WHDx/uchslN1jLOqoeAAAAAACrYx+lNPZR7LGPUvNuvPFGhYaGOl1/6NChduVNmzZV6jQ9Z/Xu3VsNGzZ0un5MTIxduTJroCKrV6+2S5QKCAjQqFGjqrWPNWvW2JXvuOMOp98HpNNrxTAMWzk9PV3btm2rrvCqXYcOHdSlSxen65cc5/3791d3SHbCwsLsyjWRNAgA56Lyz9wEAADwMF9fXw0dOlRDhw7Vb7/9plWrVmnDhg3asWOHcnNzHd6bnZ2tJ554QsnJyU59IrOkoqIiHTp0SAcOHFBGRoYyMzNVUFBQqt7JkyftykePHtX555/vdD+XXHKJ03VDQkIUFhZm9+kmV+5v3LixXbnkp6Qq4uPjU+qTXBWJjY3VzJkzbeX4+Hjl5OSU+7gIZ6WkpOj333+3lf39/Sv1ib6SG8JW3pgBAAAAAMAR9lHssY9yBvso7hEbG+tS/b/97W8KCAhQTk6OJMk0Te3YsUOXXXZZTYSn7t27u1S/5IlKrq4BZ5RMELzyyisVERFRbe3v27dPqampdteuvfZal9po1qyZLrzwQu3atct2bcuWLerVq1d1hFjtXB3nZs2a2ZVrYpzP1qlTJxmGYXs049q1a/XWW2/pvvvucynpDgDqGpK7AABArdClSxfbJ47y8/P1xx9/aOfOndqyZYvWrVuno0ePlnnfO++8o44dOzq1mVZQUKD//e9/WrJkidatW1ep47Vd/XRdyY3CigQFBdn9A7tJkyYu3Xu2s4/id0bLli1d3kzs0KGDvLy8VFRUJOn0z/iPP/7QRRdd5FI7JW3fvt22ASBJoaGhlXpUQXFcxY4dO1aluAAAAAAAsAL2UU5jH+U09lHco0OHDi7V9/HxUdu2bbV9+3bbtT179tRYcperj78LDg62K2dkZFRnOJKkuLg4u3LXrl2rtf34+Hi7ckRERKlkJmdcdNFFdsldJdu1Elfe5yT3jPPZ6tevr+uuu07ff/+97dq7776rzz//XDfccIN69+6tmJiYUnEBQF1HchcAAKh1fH191aFDB3Xo0EG33XabTNPU5s2b9e677+rnn3+2q2uapl599VX17t3b7vjskrZs2aLJkyfrjz/+qFJsrm70uXJUuyR5e3vblV35R66Xl/0TuUtuyFXE1Q1U6fRGaEREhN0nc0t+Wq4yjh8/Xqr89NNPV7ndtLS0KrcBAAAAAICVsI9yBvsoZ8rso1SvoKAg1a9f3+X7GjdubJfcVR3jXZ6QkBCX6pdcP66uAWeUPM3PlZP8nFFyjrqa+FSsZGKclee+q++TVX2vq4zJkydr586dOnLkiO3aiRMnNG/ePM2bN8+W+BgTE6MePXqoV69epR7nCAB1jVfFVQAAAKzNMAxdcsklmjlzpiZPnlzq+3/88Yc2btxY7v1r167VqFGjqrwhKbn+j19HG6XuuN8Vrm4AFSu5oVAdR3vX1AZKZT5lDAAAAABAbcI+inuwj1K3VPaUoZLjXZNJQ+6c/84qmczmamJSRUqun9owTlVlxXEuKSoqSgsWLCj3EZkFBQWKi4vTRx99pAceeECXXXaZ7r//fm3atMnNkQKAdXByFwAAOKfceeed+v333zV//ny76+vWrVOPHj1K1U9NTdVDDz2knJwcu+uXXnqpevfurY4dO6pRo0aqX7++/P395efnZ1fvscce08KFC6v/hZxDzj72v7rk5+dXe5sAAAAAANQ17KNYD/sodUtNjHdtVtOJSdXVfm1IoLK6yMhITZ06VXv27NFXX32l1atX688//yyzbn5+vlasWKEVK1bopptu0jPPPFPpBFoAqK1I7gIAAOecUaNGldqUPHDgQJl158yZo5SUFFs5LCxM77zzjnr27OlUX1lZWZUPtJbJyMiolvuq4wjt8PBwu3KvXr00e/bsKrcLAAAAAEBdwz5KzWAfpW5x9RGjxUqOd8mxOtdFREQoKSnJVq6Ok+rOVnL9VHZdnjp1ymG71ckdj0W0kvbt2+vxxx/X448/ruTkZG3atElbtmzR5s2btXv37lIJkIsXL9axY8f04Ycflnp0KACcy3gsIwAAOOe0aNGi1Cd3Sh7xXWz58uV25UmTJjm9ISnJbkPzXHf06FGX78nKyir1s4+IiKhyLPXr17crHzp0qMptAgAAAABQF7GPUjPYR6lbsrKyKjW/S86T6hjv2qTk3CwvsbSySv48jxw5Uql2Dh8+bFd2lIRX8lSvwsJCl/qq7gS32uS8887TDTfcoCeeeEILFy7Uzz//rCeeeEJNmjSxq7d+/Xp99dVXHooSADyD5C4AAHBOCgwMdFiWpIKCAv3xxx+2so+Pj2644Qan+ygsLFRcXFzlg6xl9u3bV+qxCxXZvXu33afNfHx81Lp16yrH0qFDB7vy4cOH9ddff1W5XQAAAAAA6iL2Uaof+yh1j6vzu6CgQAkJCXbX2rVrV50hWV7Hjh3tylu3bq3W9tu2bWtXTk1NrVRy486dO+3KjsYpODjYruzqiYWVSQw9VzVo0EDDhw/X4sWL1blzZ7vvLVq0yENRAYBnkNwFAADOOXl5eTp58qTdtZKfApNOf1r07GOd69Wrp4CAAKf72bBhQ6WP8q6NCgoKtGrVKpfuWblypV25bdu2Lv2My9OsWTM1a9bM7trSpUur3C4AAAAAAHUN+yg1g32Uuqfk+FVk7dq1dgmAhmGoU6dO1R2WpfXo0cOu/NNPP1XrCX8tW7ZUvXr17K6tWLHCpTYOHz5cKnEvJiam3PolH9lY8tQvR1JTU/X777+7FJ+7lXwUoqsnk1VGUFCQxo8fb3etZGIkAJzrSO4CAADnnDVr1pT6R2XJT4FJkq+vr105MzPT7tORFZk5c2blAqzF5s+f73TdzMzMUp+guuqqq6otluuvv96u/MEHHygzM7Pa2gcAAAAAoC5gH6XmsI9StyxZskSnTp1yuv4nn3xiV+7WrVupxKBzXe/evRUUFGQr5+TkaPbs2dXax5VXXmlXnj9/vvLz852+/6OPPrJLbA0LC1PXrl3Lrd+yZUu78pYtW5zu6/PPP3fpfdUTSj7G111Ju02bNrUru3oiGgDUdiR3AQAASxkxYoQ2bdpU6ftzcnL05ptv2l0zDKPMzbDw8HC7xwxkZWVpw4YNTvXzxRdf6Keffqp0nLXVr7/+qu+++86pulOmTNGxY8dsZW9vb91+++3VFsvdd99tt/lz/PhxPfbYY3abLQAAAAAAnMvYR7E29lHqltTUVL3++utO1V25cmWpk90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BuquuFStWTB999JHdsYMHD+rs2bO50qfvvvvOLrHL1dVV3333XaYSu6TbyUHdunVLM7Fr7969dglMkjR48OAM3wdq1qyp7777zu5nFRYWlutb3+aEOnXqaPLkyemu3Ojh4aGPP/7YbuvDa9euaceOHbnat0OHDtltofnwww87tGpdqVKlSOwCUCiR3AUAAEynfv36mjt3ripVqpSp+leuXNGyZcs0atQo3XfffRo5cmSOTn6lpWvXrnbLgSefRMqs0aNHy9XVNcN6nTt3TnEsICBAgwcPzvBcV1dXPfroo3bH9u/fn/lO/n/NmjVThw4dMlX3lVdeUUBAgFGOj4/Xr7/+6vA10/Lzzz/bLd/dtm3bFM8xPXfffbc6depklC9fvqx169blWP+yas+ePXZ30UpShQoV9PLLLzupRwAAAAAAM2MeJXXMo9hjHiX3+fv76/XXX89U3bZt26bYNvLnn3/OhV4lcnd317vvvpupunXr1lXt2rXtjmVlDGQkJCREv/32m92xF154IcNV/RyRfFWpSpUqacCAAZk6t06dOimSwH777Te7VQjNaMyYMXZJW2kpXbp0ijhMulVjbki+NWZ6q88BABKR3AUAAEwpKChIS5Ys0bvvvpvpyUlJioqK0oIFC9S+fXvNmzcv9zooycXFRXXr1jXKISEhDt/BVrt27RQTJWlJei2bzp07Z+of9dTOP3nyZKbOS+qpp57KdF0fH58Ud8nm5KTfkiVL7Mq9e/d2uI3kE6ypLVWfly5evKjBgwcrNjbWOObu7q7PPvss3TvtAAAAAACFG/MoKTGPYo95lNz36KOPqmjRopmu//TTT9uVd+zYkaXV9DKrVatWDq1m1qBBA7tyVsZARtavX2+XKOXl5aV+/frl6DU2bNhgV37iiScy/T4g3R4rFovFKN+8eVP//vtvTnUvxwUFBenuu+/OdP3kr/OpU6dyukt2ihUrZlfOjaRBACiI0l5zEwAAwMnc3d319NNP6+mnn9aePXu0bt06bdu2Tfv27VN0dHS650ZGRmrUqFG6fPlypu7ITC4hIUHnzp3TmTNnFBYWpvDwcMXFxaWod/36dbvyhQsXVLFixUxfp1GjRpmu6+vrq2LFitnd3eTI+WXLlrUrJ79LKiNubm4p7uTKSNu2bTVt2jSjfOTIEUVFRaW5XURmhYSE6NixY0bZ09MzS3f0JZ8QdubEzM2bN/XCCy/oypUrdsffeecd3XPPPc7pFAAAAAAg32AexR7zKImYR8kbbdu2daj+vffeKy8vL0VFRUmSrFar9u3bpxYtWuRG99S4cWOH6idfUcnRMZAZyRME77//fvn7++dY+ydPnlRoaKjdsYceesihNipUqKBatWrpwIEDxrFdu3apefPmOdHFHOfo61yhQgW7cm68zknVrVtXFovF2Jpx06ZN+uKLL/TSSy85lHQHAIUNyV0AACBfuPvuu407jmJjY3X8+HHt379fu3bt0pYtW3ThwoVUz5syZYpq166dqcm0uLg4/fnnn1q6dKm2bNmSpeW1Hb27LvlEYUa8vb3t/sEuV66cQ+cmlXQp/syoXLmyw5OJQUFBcnFxUUJCgqTbP+Pjx4+rTp06DrWT3N69e40JAEkqWrRolrYqsPXLJvmEYF6JiorSgAEDdPToUbvjgwcPduguXwAAAAAAJOZRbJhHuY15lLwRFBTkUH03NzdVr15de/fuNY4dPnw415K7HN3+zsfHx64cFhaWk92RJB08eNCuXL9+/Rxt/8iRI3Zlf3//FMlMmVGnTh275K7k7ZqJI+9zUt68zkmVKFFCDz/8sFasWGEc++abb/Trr7+qQ4cOatWqlRo0aJCiXwBQ2JHcBQAA8h13d3cFBQUpKChIPXv2lNVq1c6dO/XNN9/o77//tqtrtVr16aefqlWrVnbLZye3a9cujR49WsePH89W3xyd6HNkqXZJcnV1tSs78k+ui4v9jtzJJ+Qy4ugEqnR7ItTf39/uztzkd8tlxdWrV1OU33vvvWy3e+PGjWy34ajY2FgNGTJEu3btsjveq1cvvfLKK3neHwAAAABAwcI8SiLmURLLzKPkLG9vb5UoUcLh88qWLWuX3JUTr3dafH19HaqffPw4OgYyI/lqfo6s5JcZyWPU0cQnm+SJcc6I/cxy9H0yu+91WTF69Gjt379fwcHBxrFr165p9uzZmj17tpH42KBBAzVp0kTNmzdPsZ0jABQ2LhlXAQAAMDeLxaJGjRpp2rRpGj16dIrvHz9+XNu3b0/z/E2bNqlfv37ZnpCUHP/nN72J0rw43xGOTgDZJJ9QyImlvXNrAiUrdxlnR3x8vN544w1t3LjR7njnzp1TjWUAAAAAALKLeZS8wTxKzjPzPEpWVxlK/nrnZtJQXsZ/ZiVPZnM0MSkjycdPfnidssuMr3NygYGBmjdvXppbZMbFxengwYP68ccf9corr6hFixYaPHiwduzYkcc9BQDzYOUuAABQoDzzzDM6duyY5s6da3d8y5YtatKkSYr6oaGhev311xUVFWV3vGnTpmrVqpVq166tO+64QyVKlJCnp6c8PDzs6o0YMUILFy7M+SdSgCRd9j+nxMbG5nibec1qtWrUqFFavny53fEHH3xQ48aNyxcTMQAAAACA/I15FPNhHiV1BXUeJTde7/wst1/HnGo/v8abmZQsWVJfffWVDh8+rAULFmj9+vU6ffp0qnVjY2P1119/6a+//lLHjh31/vvvZzmBFgDyK5K7AABAgdOvX78Uk5JnzpxJte7MmTMVEhJilIsVK6YpU6aoWbNmmbpWRERE1juaz4SFheXIeTmxhLafn59duXnz5poxY0a2281LY8eO1YIFC+yOtWjRQpMmTZKbG3+mAwAAAADyBvMouYN5lJxl9nkUR7cYtUn+eid/rQo6f39/Xbp0ySjnxEp1SSUfP1kdl7du3Uq33ZyUF9simknNmjX19ttv6+2339bly5e1Y8cO7dq1Szt37tShQ4dSJEAuWbJEV65c0fTp01NsHQoABRnbMgIAgAKnUqVKKe7cSb7Et82qVavsyiNHjsz0hKQkuwnNgu7ChQsOnxMREZHiZ+/v75/tvpQoUcKufO7cuWy3mZcmTZqk2bNn2x2rX7++pk6dmuKuZgAAAAAAchPzKLmDeZSckx/mUSIiIrIU38njJCde7/wkeWymlViaVcl/nsHBwVlq5/z583bl9JLwkq/qFR8f79C1cjrBLT8pVaqUOnTooFGjRmnhwoX6+++/NWrUKJUrV86u3tatW1MkewJAQUdyFwAAKJCKFCmSblmS4uLidPz4caPs5uamDh06ZPoa8fHxOnjwYNY7mc+cPHkyxbYLGTl06JDd3WZubm6qWrVqtvsSFBRkVz5//rz++++/bLebF7777jv93//9n92xWrVq6bvvvpO3t7eTegUAAAAAKMyYR8l5zKPkjPw0j+JofMfFxeno0aN2x2rUqJGTXTK92rVr25V3796do+1Xr17drhwaGpql5Mb9+/fbldN7nXx8fOzKjq5YmJXE0IIqICBAvXv31pIlS1SvXj277/3+++9O6hUAOAfJXQAAoMCJiYnR9evX7Y4lvwtMun23aNJlnYsXLy4vL69MX2fbtm1ZXso7P4qLi9O6descOmf16tV25erVqzv0M05LhQoVVKFCBbtjy5cvz3a7uW3OnDmaOHGi3bEqVapo2rRpubqcOwAAAAAAaWEeJXcwj5J9+W0eJfnrl5FNmzbZJQBaLBbVrVs3p7tlak2aNLErb9y4MUdX+KtcubKKFy9ud+yvv/5yqI3z58+nSNxr0KBBmvWTx2byVb/SExoaqmPHjjnUv7yWfCtER1cmywpvb2+9/PLLdseSJ0YCQEFHchcAAChwNmzYkOKfyuR3gUmSu7u7XTk8PNzu7siMTJs2LWsdzMfmzp2b6brh4eEp7qB64IEHcqwv7dq1syv/73//U3h4eI61n9MWL16sDz74wO5Y+fLlNX369FQnzQEAAAAAyAvMo+Qe5lGyLj/OoyxdulS3bt3KdP05c+bYlRs2bGjKpLXc1KpVK7sV2KKiojRjxowcvcb9999vV547d65iY2Mzff6PP/5ol9harFgx1a9fP836lStXtivv2rUr09f69ddfHXpfdYbk2/jmVdJu+fLl7cqOrogGAPkdyV0AAMBU+vTpox07dmT5/KioKE2aNMnumMViSXUyzM/Pz26bgYiICG3bti1T1/ntt9+0cePGLPczv9q8ebOWLVuWqbqTJ0/WlStXjLKrq6sef/zxHOvLc889Zzf5c/XqVY0YMcJussUs/vrrL7399tt2fStdurRmzJih0qVLO7FnAAAAAID8jHkUc2MeJWvy6zxKaGhoipXG0rJ69eoUK7s9+eSTudArc/P3908R599//722b9+eY9d45pln7MqnT5/Wd999l6lzDx48qNmzZ9sd69mzZ7or6iVffW3+/PmZGmfnzp3LdL+cqWTJknblc+fOOZQsFxcXl6Xrnjx50q4cGBiYpXYAIL8iuQsAAJjK1q1b1atXL/Xt21d//vmnYmJiMn3uxYsX9dxzz+n48eN2xx999NFUJ34sFosaN25sd+yjjz7SjRs30r3OwoUL9e6772a6XwXN22+/ra1bt6ZbZ+bMmSnusuvSpYvuuOOOHOtHyZIlNWDAALtjK1eu1KBBgxxavj0mJkaLFy9Wt27dUmxDkRM2b96sYcOG2U1clChRQtOnT0+xJQIAAAAAAI5gHsX8mEdxTH6fR/n555/1/fffp1tn586deuONN+yO3XXXXSlWVyss+vfvb7caW3x8vF544QWtXLkyU+fHxcVp0aJFKd7LbOrVq6f77rvP7tiUKVP066+/ptvu0aNH9cILL9jFYtGiRfXss8+me1779u3tygcOHMgwJs6ePav+/fs7tPKbswQGBtolVkVERGjRokWZPn/ixIl6/fXXtWfPnkyfExISoi+++MLuWNOmTTN9PgAUBG7O7gAAAEB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" ] }, "metadata": { "image/png": { "height": 811, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 2, figsize=(12, 8))\n", "\n", "# First set of measurements ----------------------------------------------\n", "ax[0, 0].hist(x1, 50, alpha=0.5)\n", "\n", "for cut in d1:\n", " ax[0, 0].axvline(cut, color=\"k\", ls=\":\")\n", "\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0, 1], alpha=0.5)\n", "ax[0, 1].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0, 1].set(title=\"Sample 1 bin counts\", xlabel=\"c1\", ylabel=\"bin count\")\n", "\n", "# Second set of measuremsnts ---------------------------------------------\n", "ax[1, 0].hist(x2, 50, alpha=0.5)\n", "\n", "for cut in d2:\n", " ax[1, 0].axvline(cut, color=\"k\", ls=\":\")\n", "\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax[1, 1], alpha=0.5)\n", "ax[1, 1].set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax[1, 1].set(title=\"Sample 2 bin counts\", xlabel=\"c2\", ylabel=\"bin count\")\n", "\n", "# format axes ------------------------------------------------------------\n", "ax[0, 0].set(xlim=(0, 50), xlabel=\"BMI\", ylabel=\"observed frequency\", title=\"Sample 1\")\n", "ax[1, 0].set(xlim=(0, 50), xlabel=\"BMI\", ylabel=\"observed frequency\", title=\"Sample 2\");" ] }, { "cell_type": "markdown", "id": "ed2a4b7d", "metadata": {}, "source": [ "### Model specification\n", "\n", "This is a variation of Example 3 above. The only changes are:\n", "- update the probability distribution to match our target (the Gumbel distribution)\n", "- ensure we specify priors for our target distribution, appropriate given our domain knowledge." ] }, { "cell_type": "code", "execution_count": 58, "id": "aa22402a", "metadata": {}, "outputs": [], "source": [ "with pm.Model() as model6:\n", " mu = pm.Normal(\"mu\", 20, 5)\n", " beta = pm.HalfNormal(\"beta\", 10)\n", "\n", " probs1 = pm.math.exp(pm.logcdf(pm.Gumbel.dist(mu=mu, beta=beta), d1))\n", " probs1 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs1, np.array([1])]))\n", " probs1 = pm.Deterministic(\"gumbel_cdf1\", probs1)\n", "\n", " probs2 = pm.math.exp(pm.logcdf(pm.Gumbel.dist(mu=mu, beta=beta), d2))\n", " probs2 = pt.extra_ops.diff(pm.math.concatenate([np.array([0]), probs2, np.array([1])]))\n", " probs2 = pm.Deterministic(\"gumbel_cdf2\", probs2)\n", "\n", " pm.Multinomial(\"counts1\", p=probs1, n=c1.sum(), observed=c1.values)\n", " pm.Multinomial(\"counts2\", p=probs2, n=c2.sum(), observed=c2.values)" ] }, { "cell_type": "code", "execution_count": 59, "id": "16380ae5", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "cluster8\n", "\n", "8\n", "\n", "\n", "cluster4\n", "\n", "4\n", "\n", "\n", "\n", "beta\n", "\n", "beta\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "gumbel_cdf1\n", "\n", "gumbel_cdf1\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "beta->gumbel_cdf1\n", "\n", "\n", "\n", "\n", "\n", "gumbel_cdf2\n", "\n", "gumbel_cdf2\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "beta->gumbel_cdf2\n", "\n", "\n", "\n", "\n", "\n", "mu\n", "\n", "mu\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu->gumbel_cdf1\n", "\n", "\n", "\n", "\n", "\n", "mu->gumbel_cdf2\n", "\n", "\n", "\n", "\n", "\n", "counts1\n", "\n", "counts1\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "gumbel_cdf1->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts1->counts1\n", "\n", "\n", "\n", "\n", "\n", "counts2\n", "\n", "counts2\n", "~\n", "Multinomial\n", "\n", "\n", "\n", "counts2->counts2\n", "\n", "\n", "\n", "\n", "\n", "gumbel_cdf2->counts2\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(model6)" ] }, { "cell_type": "code", "execution_count": 60, "id": "5a0a39fa", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [mu, beta]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 13 seconds.\n", "The acceptance probability does not match the target. It is 0.8809, but should be close to 0.8. Try to increase the number of tuning steps.\n" ] } ], "source": [ "with model6:\n", " trace6 = pm.sample()" ] }, { "cell_type": "markdown", "id": "47bf1508", "metadata": {}, "source": [ "### Posterior predictive checks" ] }, { "cell_type": "code", "execution_count": 61, "id": "19590be1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model6:\n", " ppc = pm.sample_posterior_predictive(trace6)" ] }, { "cell_type": "code", "execution_count": 62, "id": "7b65680d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Study 2')" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 411, "width": 1211 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 4), sharey=True)\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c1.plot(kind=\"bar\", ax=ax[0], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(\n", " x=\"counts1_dim_0\", y=\"counts1\", color=\"k\", alpha=0.2, ax=ax[0]\n", ")\n", "# Formatting\n", "ax[0].set_xticklabels([f\"bin {n}\" for n in range(len(c1))])\n", "ax[0].set_title(\"Study 1\")\n", "\n", "# Study 1 ----------------------------------------------------------------\n", "# Plot observed bin counts\n", "c2.plot(kind=\"bar\", ax=ax[1], alpha=0.5)\n", "# Plot posterior predictive\n", "ppc.posterior_predictive.plot.scatter(\n", " x=\"counts2_dim_0\", y=\"counts2\", color=\"k\", alpha=0.2, ax=ax[1]\n", ")\n", "# Formatting\n", "ax[1].set_xticklabels([f\"bin {n}\" for n in range(len(c2))])\n", "ax[1].set_title(\"Study 2\")" ] }, { "cell_type": "markdown", "id": "d6e3511c", "metadata": {}, "source": [ "### Recovering parameters" ] }, { "cell_type": "code", "execution_count": 63, "id": "c4e6ae27", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 563, "width": 1667 } }, "output_type": "display_data" } ], "source": [ "az.plot_posterior(trace6, var_names=[\"mu\", \"beta\"], ref_val=[true_mu, true_beta]);" ] }, { "cell_type": "markdown", "id": "0466fdef", "metadata": {}, "source": [ "We can see that we were able to do a good job of recovering the known parameters of the underlying BMI population.\n", "\n", "If we were interested in testing whether there were any differences in the BMI distributions in Study 1 and Study 2, then we could simply take the model in Example 6 and adapt it to operate with our desired target distribution, just like we did in this example." ] }, { "cell_type": "markdown", "id": "76df8f25", "metadata": {}, "source": [ "## Conclusions\n", "\n", "As you can see, this method for estimating known parameters of Gaussian and non-Gaussian distributions works pretty well.\n", "While these examples have been applied to synthetic data, doing these kinds of parameter recovery studies is crucial. If we tried to recover population level parameters from counts and could _not_ do it when we know the ground truth, then this would indicate the approach is not trustworthy. But the various parameter recovery examples demonstrate that we _can_ in fact accurately recover population level parameters from binned, and _differently_ binned data.\n", "\n", "A key technical point to note here is that when we pass in the observed counts,\n", "they ought to be in the exact CDF order.\n", "Not shown here are experiments where we scrambled the counts' order;\n", "there, the estimation of underlying distribution parameters were incorrect.\n", "\n", "We have presented a range of different examples here which makes clear that the general approach can be adapted easily to the particular situation or research questions being faced. These approaches should easily be adaptable to novel but related data science situations." ] }, { "cell_type": "markdown", "id": "0cb2cb33", "metadata": {}, "source": [ "## Authors\n", "* Authored by [Eric Ma](https://github.com/ericmjl) and [Benjamin T. Vincent](https://github.com/drbenvincent) in September, 2021 ([pymc-examples#229](https://github.com/pymc-devs/pymc-examples/pull/229))\n", "* Updated to run in PyMC v4 by Fernando Irarrazaval in June 2022 ([pymc-examples#366](https://github.com/pymc-devs/pymc-examples/pull/366))" ] }, { "cell_type": "markdown", "id": "31484a50", "metadata": {}, "source": [ "## Watermark" ] }, { "cell_type": "code", "execution_count": 64, "id": "7f04caec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Sat Jun 04 2022\n", "\n", "Python implementation: CPython\n", "Python version : 3.10.4\n", "IPython version : 8.3.0\n", "\n", "aeppl : 0.0.27\n", "xarray: 2022.3.0\n", "\n", "pandas : 1.4.2\n", "seaborn : 0.11.2\n", "matplotlib: 3.5.1\n", "pymc : 4.0.0b6\n", "arviz : 0.12.1\n", "numpy : 1.22.4\n", "pytensor : 2.5.1\n", "\n", "Watermark: 2.3.1\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -p aeppl,xarray" ] }, { "cell_type": "markdown", "id": "ba79da1f", "metadata": {}, "source": [ ":::{include} ../page_footer.md\n", ":::" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:pymc_env]", "language": "python", "name": "conda-env-pymc_env-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 5 }