Bayesian Data Analysis demos for R

Case studies on model assessment, model selection and inference after model selection

An R package for experimental psychologists

Implementing MCMC sampling from scratch in R for various Bayesian models

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Bayesian Generalized Linear Models with Time-Varying Coefficients

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

Repo containing code for Towards Data Science articles

Integrated Machine Learning for Multi-omics Classification and Prediction

Applied modelling in drug development: flexible Bayesian regression modelling in Stan via brms

Computational simulation framework for analyzing trading behavior in climate prediction markets

Taking Uncertainty Seriously: Bayesian Marginal Structural Models for Causal Inference in Political Science

Simon Jackman's "BUGS Examples" translated into Stan

My notes on Bayesian statistics in Stan, etc (2018-)

Bottom-up population model tutorial

Example code for a possible talk at R/Medicine 2021 (submitted and under review, accepted talks not yet determined)

《贝叶斯统计在Python中实现》的在线电子书，由讲稿转成

Spatiotemporal modeling of wildfire extremes

Course website and materials for Biology 609, Advanced Data Analysis for Biology, at UMass Boston

Guest lecture on Bayesian regression for graduate psych/stats class