BSGS: Bayesian Sparse Group Selection
Version 2.0

The integration of Bayesian variable and sparse group variable selection approaches for regression models.

Browse man pages Browse package API and functions Browse package files

AuthorKuo-Jung Lee and Ray-Bin Chen
Date of publication2015-06-24 01:07:18
MaintainerKuo-Jung Lee <kuojunglee@mail.ncku.edu.tw>
LicenseGPL-2
Version2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BSGS")

Man pages

BSGS.PE: Posterior estimates of parameters.
BSGS.Sample: Sample version of group-wise Gibbs sampler for sparse group...
BSGS.Simple: The group-wise Gibbs sampler for sparse group selection.
CGS.SMP.PE: Posterior estimates of parameters.
CompWiseGibbsSimple: Generate the posterior samples from the posterior...
CompWiseGibbsSMP: Stochastic matching pursuit for variable selection.
Crisis2008: A cross-sectional data set from Rose and Spiegel.
Crisis2008BalancedData: A cross-sectional data set from Rose and Spiegel with the...
MSE.BSGS: Mean square error (MSE).
MSE.CGS.SMP: Mean square error (MSE).
TCR.TPR.FPR.BSGS: Evaluate TCR, TPR and FPR for sparse group variable selection...
TCR.TPR.FPR.CGS.SMP: Evaluate TCR, TPR and FPR for variable selection problems.

Functions

BSGS.PE Man page Source code
BSGS.Sample Man page Source code
BSGS.Simple Man page Source code
CGS.SMP.PE Man page Source code
CompWiseGibbs Source code
CompWiseGibbsSMP Man page Source code
CompWiseGibbsSimple Man page Source code
Compute.Z Source code
Crisis2008 Man page
Crisis2008BalancedData Man page
GroupMH Source code
GroupZ.MH Source code
MSE.BSGS Man page Source code
MSE.CGS.SMP Man page Source code
TCR.TPR.FPR.BSGS Man page Source code
TCR.TPR.FPR.CGS.SMP Man page Source code

Files

NAMESPACE
data
data/Crisis2008.rda
data/Crisis2008BalancedData.rda
R
R/CGS.SMP.PE.r
R/BSGS.PE.r
R/CompWiseGibbs_SMP.r
R/CompWiseGibbs.r
R/GroupMH.r
R/BSGS.Simple.r
R/BSGS.Sample.r
MD5
DESCRIPTION
man
man/MSE.BSGS.Rd
man/BSGS.Simple.Rd
man/CompWiseGibbsSimple.Rd
man/Crisis2008.Rd
man/BSGS.Sample.Rd
man/CompWiseGibbsSMP.Rd
man/CGS.SMP.PE.Rd
man/BSGS.PE.Rd
man/TCR.TPR.FPR.CGS.SMP.Rd
man/Crisis2008BalancedData.Rd
man/TCR.TPR.FPR.BSGS.Rd
man/MSE.CGS.SMP.Rd
BSGS documentation built on May 19, 2017, 3:34 p.m.