ScaleSpikeSlab: Scalable Spike-and-Slab
A scalable Gibbs sampling implementation for high dimensional Bayesian regression with the continuous spike-and-slab prior. Niloy Biswas, Lester Mackey and Xiao-Li Meng, "Scalable Spike-and-Slab" (2022) <doi:10.48550/arXiv.2204.01668>.
| Version: | 1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp, stats, TruncatedNormal |
| LinkingTo: | Rcpp, RcppEigen |
| Published: | 2022-05-18 |
| DOI: | 10.32614/CRAN.package.ScaleSpikeSlab |
| Author: | Niloy Biswas 
[aut, cre],
Lester Mackey [aut],
Xiao-Li Meng [aut] |
| Maintainer: | Niloy Biswas <niloy_biswas at g.harvard.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | ScaleSpikeSlab results |
Documentation:
| Reference manual: | ScaleSpikeSlab.pdf |
Downloads:
| Package source: | ScaleSpikeSlab_1.0.tar.gz |
| Windows binaries: | r-devel: ScaleSpikeSlab_1.0.zip, r-release: ScaleSpikeSlab_1.0.zip, r-oldrel: ScaleSpikeSlab_1.0.zip |
| macOS binaries: | r-release (arm64): ScaleSpikeSlab_1.0.tgz, r-oldrel (arm64): ScaleSpikeSlab_1.0.tgz, r-release (x86_64): ScaleSpikeSlab_1.0.tgz, r-oldrel (x86_64): ScaleSpikeSlab_1.0.tgz |
Linking:
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