notes for bayesian linear regression with Gibbs sampling in R
我想学一些Bayesian statistics以及估计方法(例如Gibbs samppling,MCMC等等),因为我们领域(人类遗传)中的很多常用的软件和方法是基于bayesian开发的,例如SBayesR,LDpred等。
于是我在网上找到了些博客:
- Gibbs sampling a simple linear regression, authored by Levi John Wolf
- Bayesian Linear Regression with Gibbs Sampling in R, authored by Jonny Law
- Gibbs sampling for Bayesian linear regression in Python, authored by Kieran R Campbell
这里是阅读博客的笔记。