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.