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 SSVS with spike-and-slab priors.

Version: 1.1-7
Depends: R (≥ 2.15.1), ggplot2
Imports: akima, coda, cluster, grid, gridExtra, MASS, MCMCpack, mvtnorm, R2WinBUGS, reshape, scales, splines, parallel
Suggests: mboost, mlbench
Published: 2014-02-24
Author: Fabian Scheipl
Maintainer: Fabian Scheipl <fabian.scheipl at stat.uni-muenchen.de>
License: CC BY-NC-SA 3.0
NeedsCompilation: yes
Citation: spikeSlabGAM citation info
In views: Bayesian
CRAN checks: spikeSlabGAM results

Downloads:

Reference manual: spikeSlabGAM.pdf
Package source: spikeSlabGAM_1.1-7.tar.gz
MacOS X binary: spikeSlabGAM_1.1-7.tgz
Windows binary: spikeSlabGAM_1.1-7.zip
Old sources: spikeSlabGAM archive