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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "id": "21a6615c-b9eb-4081-a362-e0bbdf82590a", |
| 6 | + "metadata": {}, |
| 7 | + "source": [ |
| 8 | + "# Chapter 1" |
| 9 | + ] |
| 10 | + }, |
| 11 | + { |
| 12 | + "cell_type": "markdown", |
| 13 | + "id": "4812cc2a-428d-4eee-aa2a-406a4b4d871e", |
| 14 | + "metadata": {}, |
| 15 | + "source": [ |
| 16 | + "## Time series data versus IID data \n", |
| 17 | + "\n", |
| 18 | + "IID\n", |
| 19 | + "Correlated over time \n", |
| 20 | + "Markov assumption \n" |
| 21 | + ] |
| 22 | + }, |
| 23 | + { |
| 24 | + "cell_type": "markdown", |
| 25 | + "id": "f2aca56d-50c3-4bd0-a087-81cca8ad4d6b", |
| 26 | + "metadata": {}, |
| 27 | + "source": [ |
| 28 | + "## Influenza-like illness" |
| 29 | + ] |
| 30 | + }, |
| 31 | + { |
| 32 | + "cell_type": "markdown", |
| 33 | + "id": "7614c9a3-efc5-4037-b68d-9a9d97bef067", |
| 34 | + "metadata": {}, |
| 35 | + "source": [ |
| 36 | + "## COVID Community mobility" |
| 37 | + ] |
| 38 | + }, |
| 39 | + { |
| 40 | + "cell_type": "markdown", |
| 41 | + "id": "0ff18230-d314-4bd8-8033-99c15cd2636d", |
| 42 | + "metadata": {}, |
| 43 | + "source": [ |
| 44 | + "## Mpox incidence" |
| 45 | + ] |
| 46 | + }, |
| 47 | + { |
| 48 | + "cell_type": "markdown", |
| 49 | + "id": "57dfd0e6-9805-4754-b774-738058c1fd2f", |
| 50 | + "metadata": {}, |
| 51 | + "source": [ |
| 52 | + "## Correlation, Covariance, and the Corrolelogram" |
| 53 | + ] |
| 54 | + }, |
| 55 | + { |
| 56 | + "cell_type": "markdown", |
| 57 | + "id": "aa674e67-12ab-497d-bf4f-aa0c811b8e64", |
| 58 | + "metadata": {}, |
| 59 | + "source": [ |
| 60 | + "## Smoothing methods" |
| 61 | + ] |
| 62 | + }, |
| 63 | + { |
| 64 | + "cell_type": "code", |
| 65 | + "execution_count": null, |
| 66 | + "id": "50c0eb5c-acb1-4099-8856-aafeadb90719", |
| 67 | + "metadata": {}, |
| 68 | + "outputs": [], |
| 69 | + "source": [] |
| 70 | + }, |
| 71 | + { |
| 72 | + "cell_type": "code", |
| 73 | + "execution_count": null, |
| 74 | + "id": "e8d7b8b3-1680-4d53-ae30-4804f79d2868", |
| 75 | + "metadata": {}, |
| 76 | + "outputs": [], |
| 77 | + "source": [] |
| 78 | + }, |
| 79 | + { |
| 80 | + "cell_type": "code", |
| 81 | + "execution_count": null, |
| 82 | + "id": "915fd2f8-fb4a-4937-aac0-09a36bef5785", |
| 83 | + "metadata": {}, |
| 84 | + "outputs": [], |
| 85 | + "source": [] |
| 86 | + }, |
| 87 | + { |
| 88 | + "cell_type": "code", |
| 89 | + "execution_count": null, |
| 90 | + "id": "363ad686-aaf7-427d-9362-87cd366317c6", |
| 91 | + "metadata": {}, |
| 92 | + "outputs": [], |
| 93 | + "source": [] |
| 94 | + }, |
| 95 | + { |
| 96 | + "cell_type": "code", |
| 97 | + "execution_count": null, |
| 98 | + "id": "8a31ece2-cbf6-499a-9cff-ae9061a08b56", |
| 99 | + "metadata": {}, |
| 100 | + "outputs": [], |
| 101 | + "source": [] |
| 102 | + }, |
| 103 | + { |
| 104 | + "cell_type": "code", |
| 105 | + "execution_count": null, |
| 106 | + "id": "899076c1-dd9b-43f9-80a8-9111d06f3626", |
| 107 | + "metadata": {}, |
| 108 | + "outputs": [], |
| 109 | + "source": [] |
| 110 | + } |
| 111 | + ], |
| 112 | + "metadata": { |
| 113 | + "kernelspec": { |
| 114 | + "display_name": "Python 3 (ipykernel)", |
| 115 | + "language": "python", |
| 116 | + "name": "python3" |
| 117 | + }, |
| 118 | + "language_info": { |
| 119 | + "codemirror_mode": { |
| 120 | + "name": "ipython", |
| 121 | + "version": 3 |
| 122 | + }, |
| 123 | + "file_extension": ".py", |
| 124 | + "mimetype": "text/x-python", |
| 125 | + "name": "python", |
| 126 | + "nbconvert_exporter": "python", |
| 127 | + "pygments_lexer": "ipython3", |
| 128 | + "version": "3.12.3" |
| 129 | + } |
| 130 | + }, |
| 131 | + "nbformat": 4, |
| 132 | + "nbformat_minor": 5 |
| 133 | +} |
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