{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Goodness of Fit\n",
"\n",
"Revisiting the regression objectives: After this page, \n",
"\n",
"
\n",
"
You can measure the goodness of fit on a regression
\n",
" \n",
"\n",
"\n",
"```{admonition} R$^2$ and Adjusted R$^2$\n",
"\n",
"- $R^2 = 1-SSE/TSS$ = The fraction of variation in y that a model **can** explain, and always between 0 and 1.\n",
"- Adding extra variables to a model can not reduce R$^2$ *even if the variables are random*\n",
"- Adjusted R$^2$ adjusts R$^2$ by penalizing based on the number of variables in X. It can actually be negative. \n",
"- `sm_ols().fit().summary()` automatically reports R$^2$ and Adjusted R$^2$\n",
"```\n",
"\n",
"A key goal of just about any model is describing the data. In other words, how well does the model explain the data?\n",
"\n",
"Intuitively, you look at these graphs and know that Model 1 describes the data better."
]
},
{
"cell_type": "code",
"execution_count": 71,
"metadata": {
"tags": [
"hide-input"
]
},
"outputs": [],
"source": [
"# load some data to practice regressions\n",
"import seaborn as sns\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from statsmodels.formula.api import ols as sm_ols\n",
"\n",
"diamonds = sns.load_dataset('diamonds')\n",
"\n",
"# this alteration is not strictly necessary to practice a regression\n",
"# but we use this in livecoding\n",
"np.random.seed(400)\n",
"diamonds2 = (diamonds\n",
" .assign(lprice = np.log(diamonds['price']),\n",
" lcarat = np.log(diamonds['carat']),\n",
" ideal = diamonds['cut'] == 'Ideal',\n",
" lprice2 = lambda x: x.lprice + 2*np.random.randn(len(diamonds))\n",
" ) \n",
" \n",
" .query('carat < 2.5') # censor/remove outliers\n",
" \n",
" # some regression packages want you to explicitly provide \n",
" # a variable for the constant\n",
" .assign(const = 1) \n",
" ) "
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {
"tags": [
"hide-input"
]
},
"outputs": [
{
"data": {
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\n",
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