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: | 1.1-20 |
| Depends: | R (≥ 2.15.1) |
| Imports: | coda,cluster,ggplot2 (≥ 2.0.0),gridExtra (≥ 2.0.0),interp,MASS,MCMCpack,mvtnorm,R2WinBUGS,reshape,scales, splines, parallel |
| Suggests: | mboost,mlbench,gtable,knitr,rmarkdown |
| Published: | 2024-10-22 |
| DOI: | 10.32614/CRAN.package.spikeSlabGAM |
| Author: | Fabian Scheipl [aut, cre], Bettina Gruen [ctb] |
| Maintainer: | Fabian Scheipl <fabian.scheipl at stat.uni-muenchen.de> |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/fabian-s/spikeSlabGAM |
| NeedsCompilation: | yes |
| Citation: | spikeSlabGAM citation info |
| Materials: | NEWS |
| In views: | Bayesian |
| CRAN checks: | spikeSlabGAM results |