Crandore Hub

Styperidge.reg

S-Type Ridge Regression

Implements S-type ridge regression, a robust and multicollinearity-aware linear regression estimator that combines S-type robust weighting (via the 'Stype.est' package) with ridge penalization; automatically selects the ridge parameter using the 'ridgregextra' approach targeting a close to 1 variance inflation factor (VIF), and returns comprehensive outputs (coefficients, fitted values, residuals, mean squared error (MSE), etc.) with an easy x/y interface and optional user-supplied weights. See Sazak and Mutlu (2021) <doi:10.1080/03610918.2021.1928196>, Karadag et al. (2023) <https://CRAN.R-project.org/package=ridgregextra> and Sazak et al. (2025) <https://CRAN.R-project.org/package=Stype.est>.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 Styperidge.reg_0.1.0.tar.gz 22.2 KiB
0.1.0 rolling linux/noble R-4.5 Styperidge.reg_0.1.0.tar.gz 22.2 KiB
0.1.0 rolling source/ R- Styperidge.reg_0.1.0.tar.gz 6.4 KiB
0.1.0 latest linux/jammy R-4.5 Styperidge.reg_0.1.0.tar.gz 22.2 KiB
0.1.0 latest linux/noble R-4.5 Styperidge.reg_0.1.0.tar.gz 22.2 KiB
0.1.0 latest source/ R- Styperidge.reg_0.1.0.tar.gz 6.4 KiB
0.1.0 2026-04-26 source/ R- Styperidge.reg_0.1.0.tar.gz 6.4 KiB
0.1.0 2026-04-23 source/ R- Styperidge.reg_0.1.0.tar.gz 6.4 KiB
0.1.0 2026-04-09 windows/windows R-4.5 Styperidge.reg_0.1.0.zip 25.4 KiB

Dependencies (latest)

Imports

Suggests