農研機構統計研修「ベイズ統計モデリングとMCMC」

Course notes from several math and computer science courses from CUNY Queens College.

Project for the Bayesian Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).

slides primarily based on the textbook "Bayesian Data Analysis Third Edition" by Gelman, Carlin, Stern, Dunson, Vehtari and Rubin

Notes on the Bayesian Statistics w4224 class from Columbia

PhD Thesis

Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD, Imperial College London, 2023)

This is the online appendix for the paper "Bayesian Paired-Comparison with the bpcs package"

📖 现代应用统计 Modern Applied Statistics with R, INLA and Stan

Reproducibility and supplementary materials of the "Bayesian Digit Analysis" poster (O'Bayes 2019 conference, University of Warwick, UK)

my master's thesis

A tutorial on Bayesian statistics for HPBM

Replication files for my project "What's the Half-Life of the Economic Vote? (About a Year and a Half)".

Personal note & trials during reading "An Introduction to Bayesian Thinking"

Latent topic model for text data using hyperparameter optimization and programmed in Stan.

Replication files for my project "Political Surveys Bias Voters' Self-Reported Economic Perceptions".