Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable Selection and Model Averaging

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Documentation for package ‘IBGS’ version 1.0.0

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

Help Pages

IBGS-package	Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable Selection and Model Averaging
coef.IBGS	Coefficients of an IBGS fit
coxGibbs	The restricted Gibbs sampler for the Cox model
coxIBGS	The iterated block Gibbs sampler for the Cox model
fitted.IBGS	Fitted values of an IBGS fit
glmGibbs	The restricted Gibbs sampler (linear model)
glmIBGS	The iterated block Gibbs sampler algorithm
IBGS	Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable Selection and Model Averaging
lmeGibbs	The restricted Gibbs sampler for the linear mixed model (fixed-effect part)
lmeIBGS	The iterated block Gibbs sampler for the linear mixed model (fixed-effect part)
plot.IBGS	Diagnostic plots for an IBGS fit
plotAutocorr	Autocorrelation plot for the criterion trace
plotGelman	Gelman-Rubin shrink-factor plot for the criterion trace
plotICtrace	Trace plot of the information-criterion sequence
plotMargProb	Plot the marginal inclusion probability of the top covariates
plotModelFreq	Plot the visit frequency of the top selected models
predict.IBGS	Predict method for an IBGS fit
print.IBGS	Print a concise summary of an IBGS fit
print.summary.IBGS	Tabular summary of an IBGS fit
summary.IBGS	Tabular summary of an IBGS fit