# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "savvyGLM" in publications use:' type: software license: GPL-3.0-or-later title: 'savvyGLM: Generalized Linear Models with Slab and Shrinkage Estimators' version: 0.1.4 doi: 10.32614/CRAN.package.savvyGLM abstract: Provides a flexible framework for fitting generalized linear models (GLMs) with slab and shrinkage estimators. Methods include the Stein estimator (St), Diagonal Shrinkage (DSh), Simple Slab Regression (SR), Generalized Slab Regression (GSR), Ledoit-Wolf Linear Shrinkage (LW), Quadratic-Inverse Shrinkage (QIS), and Shrinkage (Sh), all integrated into the iteratively reweighted least squares (IRLS) algorithm. This approach enhances estimation accuracy, convergence, and robustness in the presence of multicollinearity. The best-fitting model is selected based on the Akaike Information Criterion (AIC). Methods are related to methods described in Marschner (2011) , Asimit et al. (2025) , Ledoit and Wolf (2004) , and Ledoit and Wolf (2022) . authors: - family-names: Chen given-names: Ziwei email: Ziwei.Chen.3@citystgeorges.ac.uk orcid: https://orcid.org/0009-0009-6376-3850 - family-names: Asimit given-names: Vali email: asimit@citystgeorges.ac.uk orcid: https://orcid.org/0000-0002-7706-0066 - family-names: Senatore given-names: Claudio email: Claudio.Senatore@sas.com repository: https://ziwei-chenchen.r-universe.dev repository-code: https://github.com/ziwei-chenchen/savvyGLM commit: 9e2bafbde66311b88e2d410dd95eab9f103e0201 url: https://Ziwei-ChenChen.github.io/savvyGLM/ date-released: '2026-05-10' contact: - family-names: Chen given-names: Ziwei email: Ziwei.Chen.3@citystgeorges.ac.uk orcid: https://orcid.org/0009-0009-6376-3850