Material for a workshop on Bayesian stats with R

Slides and code for the Stable Isotope Mixing Models course given by Andrew Parnell and Andrew Jackson

Illustrate how to fit dynamic occupancy model in TMB. Benchmarking vs. ADMB, Unmarked and JAGS.

A 4 day course on Time Series Data Analysis using R

「 ベイズ統計モデリング―R,JAGS,Stanによるチュートリアル― 原著第2版」のサポートサイト用リポジトリです。

Bayesian implementation of capture-recapture models with robust design

💡 Foundations of Bayesian Methodology

Fit GLMM with brms

Data and code for a paper on Med monk seal distribution in Greece

Bayesian Single-season Occupancy Model with JAGS using BLISS

Illustrate how to fit dynamic occupancy model in ADMB. Benchmarking with Unmarked and JAGS.

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

Simulating bayesian regression using rjags

Public repository for my PhD dissertation

Bayesian analysis of play store app ratings

Homeworks and final project for SDS II - MSc in Data Science at Sapienza University

proj

Bayesian Statistics in R

An implementation of the BUGS example LSAT: item response (http://www.openbugs.net/Examples/Lsat.html) on R. Parameters for the Rasch model are estimated using Maximum Marginal Likelihood as well as Bayesian Inference using jags and an implementation of Metropolis on R.

Data and code associated with Ngiam and Lee (under review), "Similarity judgments and visual working memory do not share the same cognitive representation"