spikeSlabGAM: Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models

Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression models via stochastic search variable selection with spike-and-slab priors.

AuthorFabian Scheipl <fabian.scheipl@stat.uni-muenchen.de>
Date of publication2016-02-29 18:39:55
MaintainerFabian Scheipl <fabian.scheipl@stat.uni-muenchen.de>
LicenseCC BY-NC-SA 4.0
Version1.1-11
https://github.com/fabian-s/spikeSlabGAM

View on CRAN

Files in this package

spikeSlabGAM
spikeSlabGAM/inst
spikeSlabGAM/inst/CITATION
spikeSlabGAM/inst/doc
spikeSlabGAM/inst/doc/UsingSpikeSlabGAM.R
spikeSlabGAM/inst/doc/UsingSpikeSlabGAM.pdf
spikeSlabGAM/inst/doc/UsingSpikeSlabGAM.Rnw
spikeSlabGAM/src
spikeSlabGAM/src/Makevars
spikeSlabGAM/src/sampler.c
spikeSlabGAM/src/utils.h
spikeSlabGAM/src/updaters.h
spikeSlabGAM/NAMESPACE
spikeSlabGAM/NEWS
spikeSlabGAM/R
spikeSlabGAM/R/utils.R spikeSlabGAM/R/bugs.R spikeSlabGAM/R/plot.R spikeSlabGAM/R/predict.R spikeSlabGAM/R/ssGAMDesign.R spikeSlabGAM/R/spikeSlabGAM.R spikeSlabGAM/R/terms.R spikeSlabGAM/R/summary.R spikeSlabGAM/R/spikeAndSlab.R spikeSlabGAM/R/zzz.R
spikeSlabGAM/vignettes
spikeSlabGAM/vignettes/UsingSpikeSlabGAM-plotm1sm2fprep.pdf
spikeSlabGAM/vignettes/UsingSpikeSlabGAM.bib
spikeSlabGAM/vignettes/UsingSpikeSlabGAM.Rnw
spikeSlabGAM/MD5
spikeSlabGAM/build
spikeSlabGAM/build/vignette.rds
spikeSlabGAM/DESCRIPTION
spikeSlabGAM/man
spikeSlabGAM/man/mrf.Rd spikeSlabGAM/man/evalTerm.Rd spikeSlabGAM/man/fct.Rd spikeSlabGAM/man/ssGAM2Bugs.Rd spikeSlabGAM/man/predict.spikeSlabGAM.Rd spikeSlabGAM/man/ssGAMDesign.Rd spikeSlabGAM/man/getPosteriorTerm.Rd spikeSlabGAM/man/u.Rd spikeSlabGAM/man/summary.spikeSlabGAM.Rd spikeSlabGAM/man/srf.Rd spikeSlabGAM/man/plot.spikeSlabGAM.Rd spikeSlabGAM/man/spikeSlabGAM.Rd spikeSlabGAM/man/spikeAndSlab.Rd spikeSlabGAM/man/rnd.Rd spikeSlabGAM/man/plotTerm.Rd spikeSlabGAM/man/sm.Rd spikeSlabGAM/man/lin.Rd spikeSlabGAM/man/print.summary.spikeSlabGAM.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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