{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(posterior_predictive)=\n", "# Prior and Posterior Predictive Checks\n", "\n", "Posterior predictive checks (PPCs) are a great way to validate a model. The idea is to generate data from the model using parameters from draws from the posterior. \n", "\n", "Elaborating slightly, one can say that PPCs analyze the degree to which data generated from the model deviate from data generated from the true distribution. So, often you will want to know if, for example, your posterior distribution is approximating your underlying distribution. The visualization aspect of this model evaluation method is also great for a 'sense check' or explaining your model to others and getting criticism.\n", "\n", "*Prior* predictive checks are also a crucial part of the Bayesian modeling workflow. Basically, they have two main benefits:\n", "\n", "- They allow you to check whether you are indeed incorporating scientific knowledge into your model -- in short, they help you check how credible your assumptions before seeing the data are.\n", "- They can help sampling considerably, especially for generalized linear models, where the outcome space and the parameter space diverge because of the link function.\n", "\n", "Here, we will implement a general routine to draw samples from the observed nodes of a model. The models are basic but they will be a steppingstone for creating your own routines. If you want to see how to do prior and posterior predictive checks in a more complex, multidimensional model, you can check [this notebook](https://github.com/aloctavodia/BAP/blob/master/extras/multinomial_ppcs.ipynb). Now, let's sample!" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running on PyMC v5.27.0+78.ge5ea0af35.dirty\n" ] } ], "source": [ "import arviz as az\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import xarray as xr\n", "\n", "from scipy.special import expit as logistic\n", "\n", "import pymc as pm\n", "\n", "print(f\"Running on PyMC v{pm.__version__}\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "az.style.use(\"arviz-variat\")\n", "\n", "RANDOM_SEED = 58\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "\n", "\n", "def standardize(series):\n", " \"\"\"Standardize a pandas series\"\"\"\n", " return (series - series.mean()) / series.std()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets generate a very simple linear regression model. On purpose, I'll simulate data that don't come from a standard Normal (you'll see why later):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'1.59, 5.69, 4.97, 17.54'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "N = 100\n", "\n", "true_a, true_b, predictor = 0.5, 3.0, rng.normal(loc=2, scale=6, size=N)\n", "true_mu = true_a + true_b * predictor\n", "true_sd = 2.0\n", "\n", "outcome = rng.normal(loc=true_mu, scale=true_sd, size=N)\n", "\n", "f\"{predictor.mean():.2f}, {predictor.std():.2f}, {outcome.mean():.2f}, {outcome.std():.2f}\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, variation in our predictor and outcome are quite high -- which is often the case with real data. And sometimes, the sampler won't like this -- and you don't want to make the sampler angry when you're a Bayesian... So, let's do what you'll often have to do with real data: standardize! This way, our predictor and outcome will have a mean of 0 and std of 1, and the sampler will be much, much happier:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'0.00, 1.00, -0.00, 1.00'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "predictor_scaled = standardize(predictor)\n", "outcome_scaled = standardize(outcome)\n", "\n", "f\"{predictor_scaled.mean():.2f}, {predictor_scaled.std():.2f}, {outcome_scaled.mean():.2f}, {outcome_scaled.std():.2f}\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now, let's write the model with conventional flat priors and sample prior predictive samples:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: [a, b, obs, sigma]\n" ] } ], "source": [ "with pm.Model() as model_1:\n", " a = pm.Normal(\"a\", 0.0, 10.0)\n", " b = pm.Normal(\"b\", 0.0, 10.0)\n", "\n", " mu = a + b * predictor_scaled\n", " sigma = pm.Exponential(\"sigma\", 1.0)\n", "\n", " pm.Normal(\"obs\", mu=mu, sigma=sigma, observed=outcome_scaled)\n", " idata = pm.sample_prior_predictive(draws=50, random_seed=rng)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What do these priors mean? It's always hard to tell on paper -- the best is to plot their implication on the outcome scale, like that:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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fH5v3T5Mc93nes2ePnn76aeOGAJ6enpo3b57NNzooqvjszOzsbIfUCACoeZg5BgAAqgUfHx/5+fkpLCxM7dq1U9++fe2e2VO/fn2bxxbf7P+uu+6y61rFFd9A//Tp06Z28Tv5VcTe8bYoHqpEREQ4/BqVUXTGjsViUdOmTe06Pjw83NjbLTc3V+fOnatwuZ89n5XLUTSoK+0unWUJCQnRhAkTNHv2bKMvNjbW2FPt2muvVceOHdWpUyfFxMSU2D/rSij6mQ4NDbUr7LX3PS3NkSNHNHbsWF24cEHSxc/KrFmzKrxRR1mKvx95eXmXXSMAoGYiHAMAAFUqNDRUGzZsuCLn9vX1tXmso+8GWXSGkCSdO3fO1Pbz87PrfPbsnWSr9PT0K36Nyih690MfHx+7Qhep5Os4e/ZsheGYPZ+Vy1GrVi3js1HaXSTLM3r0aNWpU0evvfZaifcuPj5e8fHxWr58uaSLM7OGDRumQYMG2RXC2aPo+1TVn+fTp0/rkUceMf0cnnrqKQ0cOLDS57wUsl1Sq1atSp8LAFCzsawSAAC4pNzcXIee79KeVzVJVSwrdHW1a9c2Hldm2d7QoUO1fv16TZ8+XTExMWXeqCE2NlZTp07VoEGDFB8fX+l6q6OsrCyNGTPGdOfXESNG2HWX1dIUfz/sDfwAAFcPZo4BAACXVHxm0d69ex06c6T4TJmiG+HbovjMM0co/pqvxDUqo+jG6NnZ2SooKLBr9ljx11F8o3VnatiwobGc9dSpU5U6h7+/v0aMGKERI0bIarVq37592rVrl7Zv364dO3aY7iAZFxenhx56SF9++aXDl44GBAQYr6GqPs95eXmaMGGC9u3bZ/T169dPU6dOrdT5iiq+zNjeDf0BAFcPZo4BAACXVDw4KHpXQUcofhfIo0eP2nW8veNt0aBBA1P78OHDDr9GZRR9LwoLC+1+7QkJCcZjT0/ParNcVLq4jPgSq9V62XdE9PLyUseOHTVmzBi999572rZtm6ZPn24KPlNSUvTee+9d1nVKU/QznZSUZGyKb4s///yzUtd88cUXtWnTJqPdoUMHvf7663YvvS1NamqqqV0V+7YBAKonwjEAAOCS2rdvb2rv3bvXoeevW7euKRj57bff7AoTLm287kjFX/OuXbscdu7LWaJ53XXXmdr2vBdnzpwxLbeLioqSu7t7pWtxtMjISFO7aJDnCH5+fhoxYoTmz59veg82btxY6nhHvU/Z2dk6ePCgzcdW5vM8b948LVu2zGg3a9ZMCxYscNgMzyNHjhiP3d3d7br7JgDg6kI4BgAAXFLXrl1N7e+++87h1+jQoYPxOC0tTdu3b7fpuHPnzmnz5s0Or6d169amJYfff//9Zc9kusTLy8vUtmdPt6I/J8m+9+Lrr7827fdWPAB0tjZt2pja9gRK9ujUqZPCwsKMdlJSUqnjLud9Kv6zted9svf7tWLFCs2dO9doBwYGatGiRQ5dKhoXF2c8joiIkI+Pj8PODQCoWQjHAACAS2rbtq1pJsy6descPnus+J30FixYYNNxixYtsvvOhrZwd3fX3XffbbStVqtee+01h5y7+FLG4vs5lScmJkZBQUFGe9OmTaY9psqSmZlZYvngHXfcYfN1q0KHDh1Md4+05XVVVtEN5T09PUsdcznv080332wK1z777LMSd9EszdatW7Vnzx6br7N582ZNnz7daPv6+uo///mPKfy7XOnp6UpMTDTanTp1cti5AQA1D+EYAABwWU888YTxuKCgQE888YQOHDhg1zn+/PPPMmeE9ezZ0/QP+h07dlS4F9T27dv1/vvv21WDPR566CHTsrQVK1Zo8eLFNh9f1qbytWrVUsOGDY32rl27lJ+fb9M5PT09dc899xjtgoICPfvss+XuA1dQUKBp06bpxIkTRl/79u3Vtm1bm65ZVfz9/dWuXTujvXPnTpuOW7lyZZmzv0pz8OBB7d+/32iHh4eXOi4sLMwU1tk6m1G6uFR4wIABRjs9PV2TJ08u931OTU21a/P833//XePHj1deXp4kycPDQ2+++aaio6NtPoctdu3aZZpxeMMNNzj0/ACAmoVwDAAAuKy+fftq2LBhRvvkyZP661//qrfeeqvEZt1FnT59WitXrtSjjz6qW265pcwlkG5ubqYZMJI0e/ZsvfzyyyXu3pebm6slS5Zo7NixslqtV+yOiyEhISXCildeeUXjx483LTMrKisrS99++60efvhhvfDCC2Weu+jsm6NHj2r8+PHatGmT4uPjlZiYaPwpGmhdMnr0aFOgc/jwYQ0fPlw7duwoMfbYsWMaO3asvvnmG6PP09NTL774Ypm1OVPv3r2Nx0eOHFFKSkqFx6xatUr9+/fX448/rtWrV5cZFBYUFGjjxo0aNWqUaU+7smbQeXl5mQLEHTt2aMqUKdq2bZsSEhJM71Nps8qeeuop02dzw4YNGjNmTKk3Udi6davuvfdeJSUl2fx5HjNmjLKysoz26NGjFRERYaqroj+2LBX+6aefjMc+Pj4lllkDAFyLR8VDAAAArl5Tp05VamqqsYH5hQsXtGDBAi1YsEDXXnutmjZtKj8/P1mtVmVkZCg+Pr7c4Ky4nj176v7779fHH38s6eLdGD/88EN99tln6tChg4KCgpSRkaHY2FhjiZqvr68mTZp0xcKeoUOH6uDBg/rwww+NvrVr12rt2rVq3LixIiIiFBAQoKysLCUlJenQoUPGTJ6+ffuWed4RI0aY9gBbv3691q9fX2JcaGioNmzYYOqrVauW5syZowcffFBnz56VdDFIuv/++9WkSRO1aNFCXl5eSkxM1L59+0yzfiwWi/7+97+rVatWlf+hXEG33367Xn/9daPm77//Xvfee2+Fx+Xl5en777/X999/L0lq3LixmjVrpoCAALm5uSktLU1//PFHiTAoOjpaw4cPL/O8999/v3bv3m20ly9fruXLl5cY16VLF+Nze0lQUJBmzpypiRMnGmHcjz/+qP79++u6665TWFiYrFar4uLiTDdKmDp1qp599tkKX3PxQO6dd97RO++8U+FxRQ0aNEivvPJKuWMu/Uyli59pX19fu64BALi6EI4BAACX5uXlpQULFuitt97SokWLjBBIkuLj4xUfH1/hOSqaFTNlyhRZrVYtXbrU6LNaraUuafP19dW8efNMS9+uhL///e8KDQ3Va6+9JqvVavRfmn1TGR06dNBzzz2n2bNn27yksqjWrVvrk08+0dixY5WcnGz0Hz16tNSZSZLk7e2tGTNm6K677qpUzVWhYcOGiomJMWYrrVu3zqZwrDhb3psuXbpU+Pm57bbbtHfvXn3wwQd21yBJt9xyi7KzszVt2jRjQ//CwkLt27ev1D3VJkyYoDvvvNOmcKwqxMbGmj5fd955pxOrAQBUByyrBAAALs/NzU0TJ07UmjVrNGzYMNWtW7fc8RaLRS1bttTo0aP11VdfacyYMRWOnzFjhubPn6+IiIhSx3h6eurmm2/WypUr1b1798q+FLs8+OCDWrt2rf7617+qTp065Y4NDQ3VyJEj9dxzz5U77uGHH9bq1as1atQodejQQfXr1y9xh8TytGzZUt9++62efPJJXXPNNWWO8/X11aBBg7RmzZpqHYxdct999xmPt2/fbgpnSjNz5kw9/fTT6tKli2mPuLK0b99es2fP1kcffVTheylJkydP1rJlyzRixAhFR0erbt26ZW7iX5pBgwZp1apV6tq1qywWS6ljOnTooHfffVePPfaYzeetCitXrjQeN2vWTD169HBiNQCA6sBSWHROOgAAAFRYWKj9+/fr0KFDSktL0/nz5+Xj46OAgAA1bdpUzZs3rzBAK88ff/yhP/74Q6dOnVLt2rUVHBysjh07qn79+o57EXbKz89XbGysEhISdObMGeXk5Kh27dpq1KiRIiMj1aRJE6fU9ccff+jAgQNKS0tTbm6u6tWrp7CwMHXs2NGu0M3ZCgoKdNNNNxkzv8aNG6e//e1vNh2bm5urw4cP688//1RKSoqysrJksVjk5+enxo0bq3Xr1qa7fVa1EydOaNeuXUpNTZXFYlFwcLBat26tZs2aOa2msuTk5OiGG24wlu5OmzbNFFwCAFwT4RgAAABQBb744gtNmzZN0sW9uzZs2FCjAr6rwdKlS42bZAQFBWn9+vU2zcwDAFzdWFYJAAAAVIHBgwcrLCxM0sWN57/88kvnFuRiCgoK9P777xvtRx99lGAMACCJcAwAAACoEh4eHpo4caLRfvfdd003gMCVtWbNGiUkJEiSmjRpomHDhjm3IABAtUE4BgAAAFSRAQMGqFOnTpIu3oWz6B1MceXk5eXpzTffNNrPP/88S1oBAIYre49wAAAAACYzZszQt99+K+ninVJx5SUnJ2vgwIGSpDp16qhv375OrggAUJ2wIT8AAAAAAABcFv9VBQAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl0U4BgAAAAAAAJdFOAYAAAAAAACXRTgGAAAAAAAAl/X/AP0FBm3CtfVgAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots()\n", "\n", "x = xr.DataArray(np.linspace(-2, 2, 50), dims=[\"plot_dim\"])\n", "prior = idata.prior\n", "y = prior[\"a\"] + prior[\"b\"] * x\n", "\n", "ax.plot(x, y.stack(sample=(\"chain\", \"draw\")), c=\"k\", alpha=0.4)\n", "\n", "ax.set_xlabel(\"Predictor (stdz)\")\n", "ax.set_ylabel(\"Mean Outcome (stdz)\")\n", "ax.set_title(\"Prior predictive checks -- Flat priors\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These priors allow for absurdly strong relationships between the outcome and predictor. Of course, the choice of prior always depends on your model and data, but look at the scale of the y axis: the outcome can go from -40 to +40 standard deviations (remember, the data are standardized). I hope you will agree this is way too permissive -- we can do better! Let's use [weakly informative priors](https://github.com/stan-dev/stan/wiki/Prior-Choice-Recommendations) and see what they yield. In a real case study, this is the part where you incorporate scientific knowledge into your model:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: [a, b, obs, sigma]\n" ] } ], "source": [ "with pm.Model() as model_1:\n", " a = pm.Normal(\"a\", 0.0, 0.5)\n", " b = pm.Normal(\"b\", 0.0, 1.0)\n", "\n", " mu = a + b * predictor_scaled\n", " sigma = pm.Exponential(\"sigma\", 1.0)\n", "\n", " pm.Normal(\"obs\", mu=mu, sigma=sigma, observed=outcome_scaled)\n", " idata = pm.sample_prior_predictive(draws=50, random_seed=rng)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots()\n", "\n", "x = xr.DataArray(np.linspace(-2, 2, 50), dims=[\"plot_dim\"])\n", "prior = idata.prior\n", "y = prior[\"a\"] + prior[\"b\"] * x\n", "\n", "ax.plot(x, y.stack(sample=(\"chain\", \"draw\")), c=\"k\", alpha=0.4)\n", "\n", "ax.set_xlabel(\"Predictor (stdz)\")\n", "ax.set_ylabel(\"Mean Outcome (stdz)\")\n", "ax.set_title(\"Prior predictive checks -- Weakly regularizing priors\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Well that's way better! There are still very strong relationships, but at least now the outcome stays in the realm of possibilities. Now, it's time to party -- if by \"party\" you mean \"run the model\", of course." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [a, b, sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "55d81cab2d934a08a8058ce8c2be3453", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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      ],
      "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 2 seconds.\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with model_1:\n", " idata.update(pm.sample(1000, tune=2000, random_seed=rng))\n", "\n", "az.plot_rank_dist(idata);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Everything ran smoothly, but it's often difficult to understand what the parameters' values mean when analyzing a trace plot or table summary -- even more so here, as the parameters live in the standardized space. A useful thing to understand your models is... you guessed it: posterior predictive checks! We'll use PyMC's dedicated function to sample data from the posterior. This function will randomly draw 4000 samples of parameters from the trace. Then, for each sample, it will draw 100 random numbers from a normal distribution specified by the values of `mu` and `sigma` in that sample:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: [obs]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "856ea7c263e84381a7da1284920d7bda", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with model_1:\n",
    "    pm.sample_posterior_predictive(idata, extend_inferencedata=True, random_seed=rng)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, the posterior_predictive group in `idata` contains 4000 generated data sets (containing 100 samples each), each using a different parameter setting from the posterior:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DatasetView> Size: 3MB\n",
       "Dimensions:    (chain: 4, draw: 1000, obs_dim_0: 100)\n",
       "Coordinates:\n",
       "  * chain      (chain) int64 32B 0 1 2 3\n",
       "  * draw       (draw) int64 8kB 0 1 2 3 4 5 6 7 ... 993 994 995 996 997 998 999\n",
       "  * obs_dim_0  (obs_dim_0) int64 800B 0 1 2 3 4 5 6 7 ... 93 94 95 96 97 98 99\n",
       "Data variables:\n",
       "    obs        (chain, draw, obs_dim_0) float64 3MB -0.3941 -0.003109 ... 0.7515\n",
       "Attributes:\n",
       "    created_at:                 2026-03-07T07:32:47.425262+00:00\n",
       "    creation_library:           ArviZ\n",
       "    creation_library_version:   1.0.0\n",
       "    creation_library_language:  Python\n",
       "    inference_library:          pymc\n",
       "    inference_library_version:  5.27.0+77.g364d1e162
" ], "text/plain": [ "\n", "Group: /posterior_predictive\n", " Dimensions: (chain: 4, draw: 1000, obs_dim_0: 100)\n", " Coordinates:\n", " * chain (chain) int64 32B 0 1 2 3\n", " * draw (draw) int64 8kB 0 1 2 3 4 5 6 7 ... 993 994 995 996 997 998 999\n", " * obs_dim_0 (obs_dim_0) int64 800B 0 1 2 3 4 5 6 7 ... 93 94 95 96 97 98 99\n", " Data variables:\n", " obs (chain, draw, obs_dim_0) float64 3MB -0.3941 -0.003109 ... 0.7515\n", " Attributes:\n", " created_at: 2026-03-07T07:32:47.425262+00:00\n", " creation_library: ArviZ\n", " creation_library_version: 1.0.0\n", " creation_library_language: Python\n", " inference_library: pymc\n", " inference_library_version: 5.27.0+77.g364d1e162" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "idata.posterior_predictive" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One common way to visualize is to look if the model can reproduce the patterns observed in the real data. {doc}`ArviZ ` has a really neat function to do that out of the box:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_ppc_dist(idata);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like the model is pretty good at retrodicting the data. In addition to this generic function, it's always nice to make a plot tailored to your use-case. Here, it would be interesting to plot the predicted relationship between the predictor and the outcome. This is quite easy, now that we already sampled posterior predictive samples -- we just have to push the parameters through the model:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "post = idata.posterior\n", "mu_pp = post[\"a\"] + post[\"b\"] * xr.DataArray(predictor_scaled, dims=[\"obs_id\"])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "idata[\"constant_data\"] = xr.Dataset({\"predictor_scaled\": ((\"obs_dim_0\",), predictor_scaled)})\n", "az.plot_lm(idata);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We have a lot of data, so the uncertainty around the mean of the outcome is pretty narrow; but the uncertainty surrounding the outcome in general seems quite in line with the observed data.\n", "\n", "## Comparison between PPC and other model evaluation methods. \n", "\n", "An excellent introduction to this was given in the [Edward](http://edwardlib.org) documentation:\n", "\n", "> PPCs are an excellent tool for revising models, simplifying or expanding the current model as one examines how well it fits the data. They are inspired by prior checks and classical hypothesis testing, under the philosophy that models should be criticized under the frequentist perspective of large sample assessment.\n", "\n", "> PPCs can also be applied to tasks such as hypothesis testing, model comparison, model selection, and model averaging. It’s important to note that while they can be applied as a form of Bayesian hypothesis testing, hypothesis testing is generally not recommended: binary decision making from a single test is not as common a use case as one might believe. We recommend performing many PPCs to get a holistic understanding of the model fit." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prediction\n", "\n", "The same pattern can be used for prediction. Here, we are building a logistic regression model:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0, 1, 1, 1, 1, 0, 1, 0, 0, 1])" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "N = 400\n", "true_intercept = 0.2\n", "true_slope = 1.0\n", "predictors = rng.normal(size=N)\n", "true_p = logistic(true_intercept + true_slope * predictors)\n", "\n", "outcomes = rng.binomial(1, true_p)\n", "outcomes[:10]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [betas]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e682d525c58a4dd498fb7670c780e8e5", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 2_000 tune and 1_000 draw iterations (8_000 + 4_000 draws total) took 2 seconds.\n"
     ]
    },
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meansdeti89_lbeti89_ub
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" ], "text/plain": [ " mean sd eti89_lb eti89_ub\n", "betas[0] 0.22 0.11 0.06 0.40\n", "betas[1] 1.02 0.14 0.81 1.24" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "with pm.Model() as model_2:\n", " betas = pm.Normal(\"betas\", mu=0.0, sigma=np.array([0.5, 1.0]), shape=2)\n", "\n", " # set predictors as shared variable to change them for PPCs:\n", " pred = pm.Data(\"pred\", predictors, dims=\"obs_id\")\n", " p = pm.Deterministic(\"p\", pm.math.invlogit(betas[0] + betas[1] * pred), dims=\"obs_id\")\n", "\n", " outcome = pm.Bernoulli(\"outcome\", p=p, observed=outcomes, dims=\"obs_id\")\n", "\n", " idata_2 = pm.sample(1000, tune=2000, return_inferencedata=True, random_seed=rng)\n", "az.summary(idata_2, var_names=[\"betas\"], kind=\"stats\", round_to=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's simulate out-of-sample data to see how the model predicts them. We'll give the new predictors to the model and it'll then tell us what it thinks the outcomes are, based on what it learned in the training round. We'll then compare the model's predictions to the true out-of-sample outcomes." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: []\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3992004651f64d4a94d763f2443f92db", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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   "source": [
    "predictors_out_of_sample = rng.normal(size=50)\n",
    "outcomes_out_of_sample = rng.binomial(\n",
    "    1, logistic(true_intercept + true_slope * predictors_out_of_sample)\n",
    ")\n",
    "\n",
    "with model_2:\n",
    "    # update values of predictors:\n",
    "    pm.set_data({\"pred\": predictors_out_of_sample})\n",
    "    # use the updated values and predict outcomes and probabilities:\n",
    "    idata_2 = pm.sample_posterior_predictive(\n",
    "        idata_2,\n",
    "        var_names=[\"p\"],\n",
    "        return_inferencedata=True,\n",
    "        predictions=True,\n",
    "        extend_inferencedata=True,\n",
    "        random_seed=rng,\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
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"metadata": {}, "output_type": "execute_result" } ], "source": [ "idata_2.predictions[\"p\"]" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(figsize=(12, 6))\n", "\n", "# Get sorted indices based on predictor values\n", "sort_idx = np.argsort(predictors_out_of_sample)\n", "preds_out_of_sample = predictors_out_of_sample[sort_idx]\n", "model_preds = idata_2.predictions[\"p\"].isel(obs_id=sort_idx)\n", "\n", "# uncertainty about the estimates:\n", "ax.vlines(\n", " preds_out_of_sample,\n", " *az.hdi(model_preds).transpose(\"ci_bound\", ...),\n", " alpha=0.8,\n", ")\n", "# expected probability of success:\n", "ax.plot(\n", " preds_out_of_sample,\n", " model_preds.mean((\"chain\", \"draw\")),\n", " \"o\",\n", " ms=5,\n", " color=\"C1\",\n", " alpha=0.8,\n", " label=\"Expected prob.\",\n", ")\n", "\n", "# actual outcomes:\n", "ax.scatter(\n", " x=predictors_out_of_sample,\n", " y=outcomes_out_of_sample,\n", " marker=\"x\",\n", " color=\"k\",\n", " alpha=0.8,\n", " label=\"Observed outcomes\",\n", ")\n", "# true probabilities:\n", "x = np.linspace(predictors_out_of_sample.min() - 0.1, predictors_out_of_sample.max() + 0.1)\n", "ax.plot(\n", " x,\n", " logistic(true_intercept + true_slope * x),\n", " lw=2,\n", " ls=\"--\",\n", " color=\"#565C6C\",\n", " alpha=0.8,\n", " label=\"True prob.\",\n", ")\n", "\n", "ax.set_xlabel(\"Predictor\")\n", "ax.set_ylabel(\"Prob. of success\")\n", "ax.set_title(\"Out-of-sample Predictions\")\n", "ax.legend(fontsize=10, frameon=True, framealpha=0.5);" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Sat Mar 07 2026\n", "\n", "Python implementation: CPython\n", "Python version : 3.13.5\n", "IPython version : 9.3.0\n", "\n", "pytensor: 2.38.1\n", "\n", "xarray : 2025.6.1\n", "numpy : 2.2.6\n", "matplotlib: 3.10.3\n", "pymc : 5.27.0+77.g364d1e162\n", "arviz : 1.0.0\n", "\n", "Watermark: 2.5.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -p pytensor" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "hide_input": false, "kernelspec": { "display_name": "pymc", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.5" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }