| Name : R-sparseGAM
| |
| Version : 1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.12
| Date : 2024-06-14 11:23:23
|
| Group : Development/Libraries/Other
| Source RPM : R-sparseGAM-1.0-lp153.1.12.src.rpm
|
| Size : 0.15 MB
| |
| Packager : (none)
| |
| Summary : Sparse Generalized Additive Models
|
Description :
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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
