{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(Air_passengers-Prophet_with_Bayesian_workflow)=\n", "# Air passengers - Prophet-like model\n", "\n", ":::{post} April, 2022\n", ":tags: time series, prophet \n", ":category: intermediate\n", ":author: Marco Gorelli, Danh Phan\n", ":::" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We're going to look at the \"air passengers\" dataset, which tracks the monthly totals of a US airline passengers from 1949 to 1960. We could fit this using the [Prophet](https://facebook.github.io/prophet/) model {cite:p}`taylor2018forecasting` (indeed, this dataset is one of the examples they provide in their documentation), but instead we'll make our own Prophet-like model in PyMC3. This will make it a lot easier to inspect the model's components and to do prior predictive checks (an integral component of the [Bayesian workflow](https://arxiv.org/abs/2011.01808) {cite:p}`gelman2020bayesian`)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import arviz as az\n", "import matplotlib.dates as mdates\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pymc as pm" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "RANDOM_SEED = 8927\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "az.style.use(\"arviz-darkgrid\")\n", "%config InlineBackend.figure_format = 'retina'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# get data\n", "try:\n", " df = pd.read_csv(\"../data/AirPassengers.csv\", parse_dates=[\"Month\"])\n", "except FileNotFoundError:\n", " df = pd.read_csv(pm.get_data(\"AirPassengers.csv\"), parse_dates=[\"Month\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Before we begin: visualise the data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 296, "width": 440 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There's an increasing trend, with multiplicative seasonality. We'll fit a linear trend, and \"borrow\" the multiplicative seasonality part of it from Prophet." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part 0: scale the data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we'll scale time to be between 0 and 1:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "t = (df[\"Month\"] - pd.Timestamp(\"1900-01-01\")).dt.days.to_numpy()\n", "t_min = np.min(t)\n", "t_max = np.max(t)\n", "t = (t - t_min) / (t_max - t_min)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, for the target variable, we divide by the maximum. We do this, rather than standardising, so that the sign of the observations in unchanged - this will be necessary for the seasonality component to work properly later on." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "y = df[\"#Passengers\"].to_numpy()\n", "y_max = np.max(y)\n", "y = y / y_max" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part 1: linear trend\n", "\n", "The model we'll fit, for now, will just be\n", "\n", "$$\\text{Passengers} \\sim \\alpha + \\beta\\ \\text{time}$$\n", "\n", "First, let's try using the default priors set by prophet, and we'll do a prior predictive check:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 296, "width": 440 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with pm.Model(check_bounds=False) as linear:\n", " α = pm.Normal(\"α\", mu=0, sigma=5)\n", " β = pm.Normal(\"β\", mu=0, sigma=5)\n", " σ = pm.HalfNormal(\"σ\", sigma=5)\n", " trend = pm.Deterministic(\"trend\", α + β * t)\n", " pm.Normal(\"likelihood\", mu=trend, sigma=σ, observed=y)\n", "\n", " linear_prior = pm.sample_prior_predictive()\n", "\n", "fig, ax = plt.subplots(nrows=2, ncols=1, sharex=True)\n", "ax[0].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_prior, group=\"prior_predictive\", num_samples=100)[\"likelihood\"]\n", " * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[0])\n", "ax[0].set_title(\"Prior predictive\")\n", "ax[1].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_prior, group=\"prior\", num_samples=100)[\"trend\"] * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[1])\n", "ax[1].set_title(\"Prior trend lines\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can do better than this. These priors are evidently too wide, as we end up with implausibly many passengers. Let's try setting tighter priors." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 296, "width": 440 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with pm.Model(check_bounds=False) as linear:\n", " α = pm.Normal(\"α\", mu=0, sigma=0.5)\n", " β = pm.Normal(\"β\", mu=0, sigma=0.5)\n", " σ = pm.HalfNormal(\"σ\", sigma=0.1)\n", " trend = pm.Deterministic(\"trend\", α + β * t)\n", " pm.Normal(\"likelihood\", mu=trend, sigma=σ, observed=y)\n", "\n", " linear_prior = pm.sample_prior_predictive(samples=100)\n", "\n", "fig, ax = plt.subplots(nrows=2, ncols=1, sharex=True)\n", "ax[0].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_prior, group=\"prior_predictive\", num_samples=100)[\"likelihood\"]\n", " * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[0])\n", "ax[0].set_title(\"Prior predictive\")\n", "ax[1].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_prior, group=\"prior\", num_samples=100)[\"trend\"] * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[1])\n", "ax[1].set_title(\"Prior trend lines\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cool. Before going on to anything more complicated, let's try conditioning on the data and doing a posterior predictive check:" ] }, { "cell_type": "code", "execution_count": 9, "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: [α, β, σ]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", 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" ] }, "metadata": { "image/png": { "height": 296, "width": 440 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with linear:\n", " linear_trace = pm.sample(return_inferencedata=True)\n", " linear_prior = pm.sample_posterior_predictive(trace=linear_trace)\n", "\n", "fig, ax = plt.subplots(nrows=2, ncols=1, sharex=True)\n", "ax[0].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_prior, group=\"posterior_predictive\", num_samples=100)[\"likelihood\"]\n", " * y_max,\n", " color=\"blue\",\n", " alpha=0.01,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[0])\n", "ax[0].set_title(\"Posterior predictive\")\n", "ax[1].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_trace, group=\"posterior\", num_samples=100)[\"trend\"] * y_max,\n", " color=\"blue\",\n", " alpha=0.01,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[1])\n", "ax[1].set_title(\"Posterior trend lines\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part 2: enter seasonality\n", "\n", "To model seasonality, we'll \"borrow\" the approach taken by Prophet - see [the Prophet paper](https://peerj.com/preprints/3190/) {cite:p}`taylor2018forecasting` for details, but the idea is to make a matrix of Fourier features which get multiplied by a vector of coefficients. As we'll be using multiplicative seasonality, the final model will be\n", "\n", "$$\\text{Passengers} \\sim (\\alpha + \\beta\\ \\text{time}) (1 + \\text{seasonality})$$" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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sin_order_1cos_order_1sin_order_2cos_order_2sin_order_3cos_order_3sin_order_4cos_order_4sin_order_5cos_order_5sin_order_6cos_order_6sin_order_7cos_order_7sin_order_8cos_order_8sin_order_9cos_order_9sin_order_10cos_order_10
0-0.0043010.999991-0.0086010.999963-0.0129010.999917-0.0172020.999852-0.0215010.999769-0.0258010.999667-0.0301000.999547-0.0343980.999408-0.0386960.999251-0.0429930.999075
10.5046480.8633250.8713510.4906600.999870-0.0161270.855075-0.5185050.476544-0.879150-0.032249-0.999480-0.532227-0.846602-0.886721-0.462305-0.9988300.048363-0.8379090.545811
20.8471730.5313170.900235-0.4354050.109446-0.993993-0.783934-0.620844-0.9424800.334263-0.2175770.9760430.7112760.7029130.973402-0.2291040.323093-0.946367-0.630072-0.776537
30.9996390.0268760.053732-0.998555-0.996751-0.080549-0.1073080.9942260.9909830.1339900.160575-0.987024-0.982352-0.187043-0.2133770.9769700.9708820.2395570.265563-0.964094
40.882712-0.469915-0.829598-0.558361-0.1030310.9946780.926430-0.376467-0.767655-0.640864-0.2049660.9787690.960288-0.279012-0.697540-0.716546-0.3047190.9524420.983924-0.178587
...............................................................
139-0.484089-0.8750190.8471730.531317-0.998497-0.0548050.900235-0.435405-0.5769480.8167810.109446-0.9939930.3854130.922744-0.783934-0.6208440.9865010.163757-0.9424800.334263
140-0.861693-0.5074300.874498-0.485029-0.0258010.999667-0.848314-0.5294940.886721-0.462305-0.0515840.998669-0.834370-0.5512050.898354-0.439273-0.0773340.997005-0.819871-0.572548
141-0.999870-0.0161270.032249-0.9994800.9988300.048363-0.0644640.997920-0.996751-0.0805490.096613-0.9953220.9936350.112651-0.1286610.991689-0.989485-0.1446360.160575-0.987024
142-0.8692330.494403-0.859503-0.5111310.019352-0.9998130.878637-0.4774890.8494500.527668-0.0386960.999251-0.8877130.460397-0.839080-0.5440080.058026-0.9983150.896456-0.443132
143-0.5120550.858953-0.8796620.475599-0.999121-0.041919-0.836733-0.547611-0.438307-0.8988250.083764-0.9964860.582205-0.8130420.916409-0.4002440.9920990.1254610.7879220.615774
\n", "

144 rows × 20 columns

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" ], "text/plain": [ " sin_order_1 cos_order_1 sin_order_2 cos_order_2 sin_order_3 \\\n", "0 -0.004301 0.999991 -0.008601 0.999963 -0.012901 \n", "1 0.504648 0.863325 0.871351 0.490660 0.999870 \n", "2 0.847173 0.531317 0.900235 -0.435405 0.109446 \n", "3 0.999639 0.026876 0.053732 -0.998555 -0.996751 \n", "4 0.882712 -0.469915 -0.829598 -0.558361 -0.103031 \n", ".. ... ... ... ... ... \n", "139 -0.484089 -0.875019 0.847173 0.531317 -0.998497 \n", "140 -0.861693 -0.507430 0.874498 -0.485029 -0.025801 \n", "141 -0.999870 -0.016127 0.032249 -0.999480 0.998830 \n", "142 -0.869233 0.494403 -0.859503 -0.511131 0.019352 \n", "143 -0.512055 0.858953 -0.879662 0.475599 -0.999121 \n", "\n", " cos_order_3 sin_order_4 cos_order_4 sin_order_5 cos_order_5 \\\n", "0 0.999917 -0.017202 0.999852 -0.021501 0.999769 \n", "1 -0.016127 0.855075 -0.518505 0.476544 -0.879150 \n", "2 -0.993993 -0.783934 -0.620844 -0.942480 0.334263 \n", "3 -0.080549 -0.107308 0.994226 0.990983 0.133990 \n", "4 0.994678 0.926430 -0.376467 -0.767655 -0.640864 \n", ".. ... ... ... ... ... \n", "139 -0.054805 0.900235 -0.435405 -0.576948 0.816781 \n", "140 0.999667 -0.848314 -0.529494 0.886721 -0.462305 \n", "141 0.048363 -0.064464 0.997920 -0.996751 -0.080549 \n", "142 -0.999813 0.878637 -0.477489 0.849450 0.527668 \n", "143 -0.041919 -0.836733 -0.547611 -0.438307 -0.898825 \n", "\n", " sin_order_6 cos_order_6 sin_order_7 cos_order_7 sin_order_8 \\\n", "0 -0.025801 0.999667 -0.030100 0.999547 -0.034398 \n", "1 -0.032249 -0.999480 -0.532227 -0.846602 -0.886721 \n", "2 -0.217577 0.976043 0.711276 0.702913 0.973402 \n", "3 0.160575 -0.987024 -0.982352 -0.187043 -0.213377 \n", "4 -0.204966 0.978769 0.960288 -0.279012 -0.697540 \n", ".. ... ... ... ... ... \n", "139 0.109446 -0.993993 0.385413 0.922744 -0.783934 \n", "140 -0.051584 0.998669 -0.834370 -0.551205 0.898354 \n", "141 0.096613 -0.995322 0.993635 0.112651 -0.128661 \n", "142 -0.038696 0.999251 -0.887713 0.460397 -0.839080 \n", "143 0.083764 -0.996486 0.582205 -0.813042 0.916409 \n", "\n", " cos_order_8 sin_order_9 cos_order_9 sin_order_10 cos_order_10 \n", "0 0.999408 -0.038696 0.999251 -0.042993 0.999075 \n", "1 -0.462305 -0.998830 0.048363 -0.837909 0.545811 \n", "2 -0.229104 0.323093 -0.946367 -0.630072 -0.776537 \n", "3 0.976970 0.970882 0.239557 0.265563 -0.964094 \n", "4 -0.716546 -0.304719 0.952442 0.983924 -0.178587 \n", ".. ... ... ... ... ... \n", "139 -0.620844 0.986501 0.163757 -0.942480 0.334263 \n", "140 -0.439273 -0.077334 0.997005 -0.819871 -0.572548 \n", "141 0.991689 -0.989485 -0.144636 0.160575 -0.987024 \n", "142 -0.544008 0.058026 -0.998315 0.896456 -0.443132 \n", "143 -0.400244 0.992099 0.125461 0.787922 0.615774 \n", "\n", "[144 rows x 20 columns]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n_order = 10\n", "periods = (df[\"Month\"] - pd.Timestamp(\"1900-01-01\")).dt.days / 365.25\n", "\n", "fourier_features = pd.DataFrame(\n", " {\n", " f\"{func}_order_{order}\": getattr(np, func)(2 * np.pi * periods * order)\n", " for order in range(1, n_order + 1)\n", " for func in (\"sin\", \"cos\")\n", " }\n", ")\n", "fourier_features" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, let's use the default Prophet priors, just to see what happens." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 440, "width": 584 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "coords = {\"fourier_features\": np.arange(2 * n_order)}\n", "with pm.Model(check_bounds=False, coords=coords) as linear_with_seasonality:\n", " α = pm.Normal(\"α\", mu=0, sigma=0.5)\n", " β = pm.Normal(\"β\", mu=0, sigma=0.5)\n", " σ = pm.HalfNormal(\"σ\", sigma=0.1)\n", " β_fourier = pm.Normal(\"β_fourier\", mu=0, sigma=10, dims=\"fourier_features\")\n", " seasonality = pm.Deterministic(\n", " \"seasonality\", pm.math.dot(β_fourier, fourier_features.to_numpy().T)\n", " )\n", " trend = pm.Deterministic(\"trend\", α + β * t)\n", " μ = trend * (1 + seasonality)\n", " pm.Normal(\"likelihood\", mu=μ, sigma=σ, observed=y)\n", "\n", " linear_seasonality_prior = pm.sample_prior_predictive()\n", "\n", "fig, ax = plt.subplots(nrows=3, ncols=1, sharex=False, figsize=(8, 6))\n", "ax[0].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_seasonality_prior, group=\"prior_predictive\", num_samples=100)[\n", " \"likelihood\"\n", " ]\n", " * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[0])\n", "ax[0].set_title(\"Prior predictive\")\n", "ax[1].plot(\n", " df[\"Month\"],\n", " az.extract_dataset(linear_seasonality_prior, group=\"prior\", num_samples=100)[\"trend\"] * y_max,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "df.plot.scatter(x=\"Month\", y=\"#Passengers\", color=\"k\", ax=ax[1])\n", "ax[1].set_title(\"Prior trend lines\")\n", "ax[2].plot(\n", " df[\"Month\"].iloc[:12],\n", " az.extract_dataset(linear_seasonality_prior, group=\"prior\", num_samples=100)[\"seasonality\"][:12]\n", " * 100,\n", " color=\"blue\",\n", " alpha=0.05,\n", ")\n", "ax[2].set_title(\"Prior seasonality\")\n", "ax[2].set_ylabel(\"Percent change\")\n", "formatter = mdates.DateFormatter(\"%b\")\n", "ax[2].xaxis.set_major_formatter(formatter);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, this seems implausible. The default priors are too wide for our use-case, and it doesn't make sense to use them when we can do prior predictive checks to set more sensible ones. Let's try with some narrower ones:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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