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

Canonical link: https://scholar.rpkg.net/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

1 Authors

Referenced by ⇅	Year
MWLasso: Penalized Moving-Window Lasso Method for Genome-Wide Association Studies (Version 1.3.1)	2016
mlr: Machine Learning in R (Version 2.19.1)	2013
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 6.0.3)	2015
lda: Collapsed Gibbs Sampling Methods for Topic Models (Version 1.4.2)	2009
mispr: Multiple Imputation with Sequential Penalized Regression (Version 1.0.0)	2018
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 1.1.3)	2020
structree: Tree-Structured Clustering (Version 1.1.7)	2016
tramnet: Penalized Transformation Models (Version 0.0-8)	2020

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