vcbradley/bdr

Repo for Bayesian distribution regression (BDR)

Distribution regression for individual-level prediction

pew-experiment/pew_experiment.Rmd contains a basic experiment comparing simple distribution regression to group means and logistic regression using publicly available survey microdata from Pew Research (ex. https://www.people-press.org/dataset/september-2018-political-survey/). The notebook can be viewed here.

pew-experiment/bagging-analysis.Rmd contains analysis on how to create bags of outcome variables. Viewed here

kernel-mean-matching.Rmd implements basic kernel mean matching this paper by Arthur Gretton. Notebook can be viewed here

functions.R - contains the functions to perform basic distribution regression called in the notebooks