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Upload of data files + start chapter 9
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‎Notebooks/Chapter 9.ipynb‎

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Chapter 9 - Hierarchical Models"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"# %load ../../standard_import.txt\n",
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"import pandas as pd\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import seaborn as sns\n",
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"\n",
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"pd.set_option('display.notebook_repr_html', False)\n",
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"\n",
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"#%config InlineBackend.figure_formats = {'pdf',}\n",
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"%matplotlib inline\n",
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"plt.style.use('seaborn-white')"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### 9.2.4 - Example: Therapeutic touch"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"<class 'pandas.core.frame.DataFrame'>\n",
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"RangeIndex: 280 entries, 0 to 279\n",
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"Data columns (total 2 columns):\n",
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"y 280 non-null int64\n",
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"s 280 non-null object\n",
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"dtypes: int64(1), object(1)\n",
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"memory usage: 4.5+ KB\n"
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]
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}
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],
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"source": [
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"df = pd.read_csv('data/TherapeuticTouchData.csv')\n",
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"df.info()"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.5.1"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}

‎Notebooks/data/AnovaShrinkageData.csv‎

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