penalized: L1 (Lasso and Fused Lasso) and L2 (Ridge) Penalized Estimation in GLMs and in the Cox Model

Canonical link: https://rscholar.com/pkg/penalized

Jelle Goeman • Rosa Meijer • Nimisha Chaturvedi • Matthew Lueder • View description and downloads View dependencies GitHub project

2007 Published

0.9-52 Version

0 Citations

4 Authors

Referenced by ⇅	Year
MWLasso: Penalized Moving-Window Lasso Method for Genome-Wide Association Studies (Version 1.3.1)	2016
DIFboost: Detection of Differential Item Functioning (DIF) in Rasch Models by Boosting Techniques (Version 0.3)	2015
DIFlasso: A Penalty Approach to Differential Item Functioning in Rasch Models (Version 1.0-4)	2014
DIFtree: Item Focussed Trees for the Identification of Items in Differential Item Functioning (Version 3.1.6)	2015
GSelection: Genomic Selection (Version 0.1.0)	2019
PACLasso: Penalized and Constrained Lasso Optimization (Version 1.0.0)	2019
c060: Extended Inference for Lasso and Elastic-Net Regularized Cox and Generalized Linear Models (Version 0.3-0)	2014
catdata: Categorical Data (Version 1.2.4)	2012
confSAM: Estimates and Bounds for the False Discovery Proportion, by Permutation (Version 0.2)	2017
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
hdnom: Benchmarking and Visualization Toolkit for Penalized Cox Models (Version 6.0.4)	2015
lda: Collapsed Gibbs Sampling Methods for Topic Models (Version 1.5.2)	2009
mispr: Multiple Imputation with Sequential Penalized Regression (Version 1.0.0)	2018
mlr: Machine Learning in R (Version 2.19.2)	2013
mvdalab: Multivariate Data Analysis Laboratory (Version 1.7)	2016
ordinalNet: Penalized Ordinal Regression (Version 2.12)	2015
penalizedclr: Integrative Penalized Conditional Logistic Regression (Version 2.0.0)	2021
pensim: Simulation of High-Dimensional Data and Parallelized Repeated Penalized Regression (Version 1.3.6)	2011
peperr: Parallelised Estimation of Prediction Error (Version 1.5)	2008
riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks (Version 2023.12.21)	2011
splmm: Simultaneous Penalized Linear Mixed Effects Models (Version 1.2.0)	2020
structree: Tree-Structured Clustering (Version 1.1.7)	2016
tramnet: Penalized Transformation Models (Version 0.0-8)	2020

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.