SGL swMATH ID: 23601 Software Authors: Noah Simon, Jerome Friedman, Trevor Hastie, Rob Tibshirani Description: R package SGL: Fit a GLM (or cox model) with a combination of lasso and group lasso regularization. Fit a regularized generalized linear model via penalized maximum likelihood. The model is fit for a path of values of the penalty parameter. Fits linear, logistic and Cox models. Homepage: https://cran.r-project.org/web/packages/SGL/index.html Source Code: https://github.com/cran/SGL Dependencies: R Related Software: R; biglasso; HieRFIT; DropLasso; seagull; msgl; AS 136; rticles; ggplot2; knitr; testthat; usethis; devtools; glmnet; RSpectra; dotCall64; CVXPY; Asgl; gglasso; sparsegl Cited in: 3 Publications all top 5 Cited by 11 Authors 1 Huling, Jared D. 1 Kuang, Chensheng 1 Liquet, Benoit 1 Mengersen, Kerrie L. 1 Pettitt, Anthony N. 1 Puliparambil, Bhavithry Sen 1 Smith, Maureen A. 1 Sutton, Matthew William 1 Tomal, Jabed H. 1 Yan, Yan 1 Yu, Menggang Cited in 2 Serials 1 The Annals of Applied Statistics 1 Bayesian Analysis Cited in 3 Fields 3 Statistics (62-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) Citations by Year