| Name : R-sgs
| |
| Version : 0.3.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.1.1
| Date : 2024-09-23 18:08:35
|
| Group : Development/Libraries/Other
| Source RPM : R-sgs-0.3.0-lp155.1.1.src.rpm
|
| Size : 0.53 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Sparse-Group SLOPE: Adaptive Bi-Level Selection with FDR Control
|
Description :
Implementation of Sparse-group SLOPE (SGS) (Feser and Evangelou (2023)
< doi:10.48550/arXiv.2305.09467>) models. Linear and logistic regression
models are supported, both of which can be fit using k-fold
cross-validation. Dense and sparse input matrices are supported. In
addition, a general adaptive three operator splitting (ATOS)
implementation is provided. Group SLOPE (gSLOPE) (Brzyski et al. (2019)
< doi:10.1080/01621459.2017.1411269>) and group-based OSCAR models
(Feser and Evangelou (2024) < doi:10.48550/arXiv.2405.15357>) are also
implemented. All models are available with strong screening rules
(Feser and Evangelou (2024) < doi:10.48550/arXiv.2405.15357>) for
computational speed-up.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
