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

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

Fit GLMM with brms

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

Bayesian Single-season Occupancy Model with JAGS using BLISS

Public repository for my PhD dissertation

Simulating bayesian regression using rjags

Extension of Chronological Bayesian models integrated for Optically Stimulated Luminescence (OSL) Dating (BayLum)

proj

Bayesian Statistics in R

Bayesian analysis of play store app ratings

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

Analyze functional data using penalized splines in JAGS

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.