The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Fits sparse frequentist GAMs (SF-GAM) for continuous and discrete responses in the exponential dispersion family with the group lasso, group smoothly clipped absolute deviation (SCAD), and group minimax concave (MCP) penalties <doi:10.1007/s11222-013-9424-2>. Also fits sparse Bayesian generalized additive models (SB-GAM) with the spike-and-slab group lasso (SSGL) penalty of Bai et al. (2021) <doi:10.1080/01621459.2020.1765784>. B-spline basis functions are used to model the sparse additive functions. Stand-alone functions for group-regularized negative binomial regression, group-regularized gamma regression, and group-regularized regression in the exponential dispersion family with the SSGL penalty are also provided.
| Version: | 1.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | stats, splines, MASS, pracma, grpreg |
| Published: | 2021-05-31 |
| Author: | Ray Bai |
| Maintainer: | Ray Bai <raybaistat at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| CRAN checks: | sparseGAM results |
| Reference manual: | sparseGAM.pdf |
| Package source: | sparseGAM_1.0.tar.gz |
| Windows binaries: | r-devel: sparseGAM_1.0.zip, r-release: sparseGAM_1.0.zip, r-oldrel: sparseGAM_1.0.zip |
| macOS binaries: | r-release (arm64): sparseGAM_1.0.tgz, r-oldrel (arm64): sparseGAM_1.0.tgz, r-release (x86_64): sparseGAM_1.0.tgz, r-oldrel (x86_64): sparseGAM_1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=sparseGAM to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.