Bayesian Variable Selection using Power-Expected-Posterior Prior

Documentation for package ‘PEPBVS’ version 2.1

PEPBVS-package	Bayesian variable selection using power-expected-posterior prior
comparepriors.lm	Selected models under different choices of prior on the model parameters and the model space
estimation.pep	Model averaged estimates
image.pep	Heatmap for top models
pep.lm	Bayesian variable selection for Gaussian linear models using PEP through exhaustive search or with the MC3 algorithm
peptest	Bayes factor for model comparison
plot.pep	Plots for object of class pep
posteriorpredictive.pep	Posterior predictive distribution under Bayesian model averaging
predict.pep	(Point) Prediction under PEP approach
print.pep	Printing object of class pep
UScrime_data	US Crime Data