rstanarm R package for Bayesian applied regression modeling

🚫 ↩️ A document that introduces Bayesian data analysis.

This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail behavior.

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

Dynamic estimation of group-level opinion in R

Introduction to Stan, rstan & rstanarm

Australian Alpine shrub warming experiment and field surveys

R package for implementing (S)imulation (B)ased (C)alibration using (R)ank (S)tatistics using the approach described in https://arxiv.org/abs/1804.06788

Dockerfiles for ML with R - built on top of Rocker

🐳 Dockerfile for adding rstanarm to rocker/tidyverse

Baker Project: Dockerfile for Bayesian Analysis

An R package providing a GUI (Shiny app) for the R package "brms".

Study Group for Statistical Rethinking by R. McElreath (2015)

A test of how informative priors can be

A package for analyzing genetic data for association with phenotypes

Workshop to introduce participants to rstanarm and brms.

An R package for semiparametric survival analysis.

rstanarm R package for Bayesian applied regression modeling

Evidence synthesis of ILI time series at GPs and hospitalisations with confirmed RSV using transmission models

Lottery analysis

Two days course on Bayesian Data Analysis for Medical Data at the Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, 13 - 14 June 2017

R package. Bayesian linear model in a time series context (dynamic beta for each observation). Uses RStan to develop the MCMC algorithm. Author: Carlos Omar Pardo Gomez.

A R package for fitting Diagnostic Classification Modeling via Stan

Analyzing snake movement data using Stan models (from R)

Estos son algunos ejemplos de práctica que se han hecho en algún mometo.

Data used by dgo in examples and vignettes

rstanmsm: Markov-Switching Models using Stan

Book chapter on Bayesian eQTL mapping using Stan