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

Functions

evalTerm Man page
fct Man page
getPosteriorTerm Man page
lin Man page
mrf Man page
plot.spikeSlabGAM Man page
plotTerm Man page
predict.spikeSlabGAM Man page
print.summary.spikeSlabGAM Man page
rnd Man page
sm Man page
spikeAndSlab Man page
spikeSlabGAM Man page
srf Man page
ssGAM2Bugs Man page
ssGAMDesign Man page
summary.spikeSlabGAM Man page
u Man page

Files

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.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.