---
title: "Multilevel Regression and Poststratification Case Studies"
author: "Juan Lopez-Martin, Justin H. Phillips, and Andrew Gelman"
date: "2022-05-26T18:08:02Z"
tags: [Bayesian]
link: "https://bookdown.org/jl5522/MRP-case-studies/"
length_weight: "7.4%"
pinned: false
---

Introduction to Bayesian Multilevel Modeling and Poststratification using rstanarm, brms, and Stan [...] The following case studies intend to introduce users to Multilevel Modeling and Poststratification (MRP) and some of its extensions, providing reusable code and clear explanations. The first section1 presents MRP, a statistical technique that allows to estimate subnational estimates from national surveys while adjusting for nonrepresentativeness. The second chapter extends MRP to overcome the limitation of only using variables included in the census. The last chapter develops a new ...
