Hobbs: A General-Purpose Probabilistic Programming System for High Dimensional Bayesian Data Analysis in R
Abstract: General-purpose probabilistic programming makes Bayesian data analysis broadly accessible, but its computational cost can become prohibitive as model dimension grows. The R package hobbs (High dimensiOnal Bayesian omniBus Sampler) is a probabilistic programming language and system designed to make high-dimens...