Parameter Expanded Variational Bayes for High-Dimensional Linear Regression

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Documentation for package ‘spexvb’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

cv.spexvb	Cross-validation for Sparse Paramaeter Expanded Variational Bayes (spexvb)
cv.spexvb.fit	Cross-validation and Final Model Fitting for SPEVXB
get.initials	Get initial values for spexvb
get.initials.logistic	Get initial values for spexvb
hspvb	Hierarchical Spike-and-Slab Variational Bayes (HSPVB) for High-Dimensional Linear Regression
spexvb	Parameter Expanded Variational Bayes for Well-Calibrated High-Dimensional Linear Regression with Spike-and-Slab Priors
spexvb.logistic	Parameter Expanded Variational Bayes for Sparse Logistic Regression