📝 Statistical Rethinking colearning 2024

Manuscript on estimating latent means models with R & brms

Repeated k-fold cross validation to evaluate glm (linear) versus lmer (mixed) versus brms (bayesian) models

Model continuous outcomes using Bayesian cumulative probability models with brms

R code for manuscript "Ordinal models for strategy sophistication"

R code for Intersectionality in Conversational AI Safety: How Bayesian Multilevel Models Help Understand Diverse Perceptions of Safety

Methods to measure and address pay gaps related to gender and race.

This repository contains the raw data and R scripts for "UV radiation affects anti-predatory defense traits in Daphnia pulex" by Eshun-Wilson et al., 2020

This incomplete repository is used to facilitate the consultation of individual files in this project. Only files smaller than 100 MB are available here. The complete project is available at http://doi.org/10.17605/OSF.IO/UERYQ.

Bayesian version of the R package influ (https://github.com/trophia/influ) for use with brms models

Helper functions for brmsfit objects

This repository contains the raw data and R scripts for "Quantification of an Adverse Outcome Pathway network by Bayesian regression and Bayesian network modeling" by Moe et al. 2020, Integr Environ Assess Manag, doi:10.1002/ieam.4348.

Bayesian hierarchical models of driver cutting behavior when navigating all-way stop intersections.

A collection of small code snippets, mostly for brms

Ordinal Cumulative Hurdle Logit Model

Materials for a 3 to 4 hour workshop on Bayesian Statistics using the R package `brms`

Complementary repository with data and code for Wolf & Tollefsen, 2021.

Demonstration of alternatives to lme4

An R package providing a GUI ('shiny' app) for the R package 'brms'.