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.
| Version: | 1.1-8 |
| Depends: | R (≥ 2.15.1), ggplot2 |
| Imports: | akima, coda, cluster, grid, gridExtra, MASS, MCMCpack, mvtnorm, R2WinBUGS, reshape, scales, splines, parallel |
| Suggests: | mboost, mlbench |
| Published: | 2014-12-04 |
| Author: | Fabian Scheipl |
| Maintainer: | Fabian Scheipl <fabian.scheipl at stat.uni-muenchen.de> |
| License: | CC BY-NC-SA 4.0 |
| NeedsCompilation: | yes |
| Citation: | spikeSlabGAM citation info |
| Materials: | NEWS |
| In views: | Bayesian |
| CRAN checks: | spikeSlabGAM results |
| Reference manual: | spikeSlabGAM.pdf |
| Vignettes: |
spikeSlabGAM |
| Package source: | spikeSlabGAM_1.1-8.tar.gz |
| Windows binaries: | r-devel: spikeSlabGAM_1.1-8.zip, r-release: spikeSlabGAM_1.1-8.zip, r-oldrel: spikeSlabGAM_1.1-8.zip |
| OS X Snow Leopard binaries: | r-release: spikeSlabGAM_1.1-8.tgz, r-oldrel: spikeSlabGAM_1.1-8.tgz |
| OS X Mavericks binaries: | r-release: spikeSlabGAM_1.1-8.tgz |
| Old sources: | spikeSlabGAM archive |