楚辞卿创建的收藏夹2025.2and3 内容:【Richard McElreath】统计反思:贝叶斯 Statistical Rethinking 2023,如果您对当前收藏夹内容感兴趣点击“收藏”可转入个人收藏夹方便浏览
As we progress through Statistical Rethinking, we delve into the process of building and fitting Bayesian models. McElreath introduces us to the concept of model comparison, where we evaluate different models based on their ability to explain the observed data. We learn about the importance of mo...
Statistical Rethinking, 2nd edition, CRC Press. If you are using it with the first edition of the book, please see the notes at the bottom of this file. It contains tools for conducting both quick quadratic approximation of the posterior distribution as well as Hamiltonian Monte Carlo (through...
2016. Statistical Rethinking: a Bayesian Course with Examples in R and Stan R. McElreath, 2015 Boca Raton Chapman and Hall-CRC 470 pp.,£ 60.99 ISBN 978-1-482-25344-3. Journal of the Royal Statistical Society: Series A (Statistics in Society) 179, 4 (2016), 1131-1132....
Installing the rethinking R package Acknowledgments Chapter 1. The Golem of Prague Statistical golems Statistical rethinking Tools for golem engineering Summary Chapter 2. Small Worlds and Large Worlds The garden of forking data Building a model Components of the model Making the model go Summary Prac...
The book "Statistical Rethinking" by Richard McElreath is a famous textbook to learn Bayesian Statistics. There is a variety of additional material on the internet available for Python, R and probably other programming languages. This repository offers some material of following the book and its ...
We'll use draft chapters for the 2nd edition of my book, Statistical Rethinking. The draft is no longer available here for download. The book is expected in print in March 2020. Homework and solutions I will also post problem sets and solutions here. Check the folders at the top. ...