Aki Vehtari

BDA_course_Aalto. Bayesian Data Analysis course at Aalto

BDA_py_demos. Bayesian Data Analysis demos for Python

BDA_R_demos. Bayesian Data Analysis demos for R

ROS-Examples. Regression and other stories R examples

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

PSIS. Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave

BDA_m_demos. Bayesian Data Analysis demos for Matlab/Octave

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

casestudies. HTML

ActiveStatistics. Active Statistics book web page

stan-book. Repository for book "Bayesian Statistics Using Stan", text files in Rmarkdown, plus example data, Stan models, and scripts

loocv_uncertainty. Python

brms. brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

shinyproj. An R package for interactive model selection using projpred.

chkptstanr. Checkpoint Stan R