All functions

cred

Estimate credible interval.

cytokine

Cytokine signaling genes SNP annotation.

leukemia

Expression levels recorded in leukemia patients.

normalizelogweights

Compute normalized probabilities.

plot.varbvs

Summarize variable selection results in a single plot.

predict.varbvs

Make predictions from a model fitted by varbvs.

rand randn

Return matrices of pseudorandom values.

subset.varbvs

Select hyperparameter settings from varbvs analysis.

summary.varbvs print.summary.varbvs

Summarize a fitted variable selection model.

varbvs-package

Large-scale Bayesian variable selection using variational methods

varbvs

Fit variable selection model using variational approximation methods.

varbvsbf bayesfactor

Compute numerical estimate of Bayes factor.

varbvscoefcred

Compute credible intervals for regression coefficients.

varbvsindep

Compute posterior statistics, ignoring correlations.

varbvsmix

Fit linear regression with mixture-of-normals priors using variational approximation methods.