{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Seasonality in time series data\n", "\n", "Consider the problem of modeling time series data with multiple seasonal components with different periodicities. Let us take the time series $y_t$ and decompose it explicitly to have a level component and two seasonal components.\n", "\n", "$$\n", "y_t = \\mu_t + \\gamma^{(1)}_t + \\gamma^{(2)}_t\n", "$$\n", "\n", "where $\\mu_t$ represents the trend or level, $\\gamma^{(1)}_t$ represents a seasonal component with a relatively short period, and $\\gamma^{(2)}_t$ represents another seasonal component of longer period. We will have a fixed intercept term for our level and consider both $\\gamma^{(2)}_t$ and $\\gamma^{(2)}_t$ to be stochastic so that the seasonal patterns can vary over time.\n", "\n", "In this notebook, we will generate synthetic data conforming to this model and showcase modeling of the seasonal terms in a few different ways under the unobserved components modeling framework." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-05-09T08:25:21.504756Z", "iopub.status.busy": "2022-05-09T08:25:21.504381Z", "iopub.status.idle": "2022-05-09T08:25:22.275284Z", "shell.execute_reply": "2022-05-09T08:25:22.274740Z" } }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-05-09T08:25:22.278945Z", "iopub.status.busy": "2022-05-09T08:25:22.278728Z", "iopub.status.idle": "2022-05-09T08:25:23.079528Z", "shell.execute_reply": "2022-05-09T08:25:23.078810Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import statsmodels.api as sm\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rc(\"figure\", figsize=(16,8))\n", "plt.rc(\"font\", size=14)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Synthetic data creation\n", "\n", "We will create data with multiple seasonal patterns by following equations (3.7) and (3.8) in Durbin and Koopman (2012). We will simulate 300 periods and two seasonal terms parametrized in the frequency domain having periods 10 and 100, respectively, and 3 and 2 number of harmonics, respectively. Further, the variances of their stochastic parts are 4 and 9, respectively." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-05-09T08:25:23.083311Z", "iopub.status.busy": "2022-05-09T08:25:23.083110Z", "iopub.status.idle": "2022-05-09T08:25:23.091881Z", "shell.execute_reply": "2022-05-09T08:25:23.091297Z" } }, "outputs": [], "source": [ "# First we'll simulate the synthetic data\n", "def simulate_seasonal_term(periodicity, total_cycles, noise_std=1.,\n", " harmonics=None):\n", " duration = periodicity * total_cycles\n", " assert duration == int(duration)\n", " duration = int(duration)\n", " harmonics = harmonics if harmonics else int(np.floor(periodicity / 2))\n", "\n", " lambda_p = 2 * np.pi / float(periodicity)\n", "\n", " gamma_jt = noise_std * np.random.randn((harmonics))\n", " gamma_star_jt = noise_std * np.random.randn((harmonics))\n", "\n", " total_timesteps = 100 * duration # Pad for burn in\n", " series = np.zeros(total_timesteps) \n", " for t in range(total_timesteps):\n", " gamma_jtp1 = np.zeros_like(gamma_jt)\n", " gamma_star_jtp1 = np.zeros_like(gamma_star_jt)\n", " for j in range(1, harmonics + 1):\n", " cos_j = np.cos(lambda_p * j)\n", " sin_j = np.sin(lambda_p * j)\n", " gamma_jtp1[j - 1] = (gamma_jt[j - 1] * cos_j\n", " + gamma_star_jt[j - 1] * sin_j\n", " + noise_std * np.random.randn())\n", " gamma_star_jtp1[j - 1] = (- gamma_jt[j - 1] * sin_j\n", " + gamma_star_jt[j - 1] * cos_j\n", " + noise_std * np.random.randn())\n", " series[t] = np.sum(gamma_jtp1)\n", " gamma_jt = gamma_jtp1\n", " gamma_star_jt = gamma_star_jtp1\n", " wanted_series = series[-duration:] # Discard burn in\n", "\n", " return wanted_series" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-05-09T08:25:23.095070Z", "iopub.status.busy": "2022-05-09T08:25:23.094894Z", "iopub.status.idle": "2022-05-09T08:25:25.575623Z", "shell.execute_reply": "2022-05-09T08:25:25.574932Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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