bgoodri's repositories
StanCon2020
Material for my proposed StanCon talk
GR5065_2024
Material for my class on Bayesian Statistics for the Social Sciences at Columbia
GR5065_2021
Material for my Columbia M.A. class "Bayesian Statistics for the Social Sciences"
GR5065_2023
Material for my course on Bayesian Statistics for the Social Sciences at Columbia
APSTA-GE-2123_2022
Materials for my class at NYU
covid19_Bayesian_RCT
Stan programs to help out with a Bayesian Randomized Control Trial for drugs to combat COVID-19
ETHzurich_RStan_Course
Material for my RStan course at ETH Zurich
CausalQueries
Bayesian inference from binary causal models
covid19model
Code for modelling estimated deaths and cases for COVID19.
idealstan
idealstan offers Bayesian IRT models for understanding polarization in social processes. The model was developed for legislature rollcall voting data to take into account absences and abstentions. Package includes visualization of models and ideal point distributions. All models are estimated in the Stan framework.
pi-vae
Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
survHE
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.