Prob and Regression Hands on Exercse

RavinKumar · June 27, 2022, 2:16am

Folks asked for a hands on exercise.

For the prob and regression chapter let’s do this one. Recreate the plot below and try out different confidence intervals and simulation sizes. I have a feeling significance will show up numerous times in the book so itll be a good concept to really understand!

github.com

canyon289/causal_inf_bookclub/blob/main/appendix/bayes_frequentist/bayes_frequentist.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ad015826",
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import stats\n",
    "import numpy as np\n",
    "from numpy.random import default_rng\n",
    "import pymc as pm\n",
    "import arviz as az"
   ]

This file has been truncated. show original

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Prob and Regression Hands on Exercse

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