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. |