elasticnet: Elastic-Net for Sparse Estimation and Sparse PCA

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

Hui Zou • Trevor Hastie • View description and downloads View dependencies GitHub project

2004 Published

27 Citations

2 Authors

7 Revisions

1.3 Version

GPL-2 License

Referenced by ⇅	Year
DLEGFM: Distributed Loading Estimation for General Factor Model (Version 0.4.0)	2024
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
prinvars: Principal Variables (Version 1.0.0)	2022
sharp: Stability-enHanced Approaches using Resampling Procedures (Version 1.4.6)	2022
SOPC: The Sparse Online Principal Component Estimation Algorithm (Version 0.1.0)	2021
epca: Exploratory Principal Component Analysis (Version 1.1.0)	2020
evalITR: Evaluating Individualized Treatment Rules (Version 1.0.0)	2020
Patterns: Deciphering Biological Networks with Patterned Heterogeneous Measurements (Version 1.5)	2019
CSFA: Connectivity Scores with Factor Analysis (Version 1.2.0)	2018
MachineShop: Machine Learning Models and Tools (Version 3.8.0)	2018
brainKCCA: Region-Level Connectivity Network Construction via Kernel Canonical Correlation Analysis (Version 0.1.0)	2018
DCA: Dynamic Correlation Analysis for High Dimensional Data (Version 2.0)	2017
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models (Version 2.0.0)	2017
rospca: Robust Sparse PCA using the ROSPCA Algorithm (Version 1.1.1)	2017
sRDA: Sparse Redundancy Analysis (Version 1.0.0)	2017
PepSAVIms: PepSAVI-MS Data Analysis (Version 0.9.1)	2016
FADA: Variable Selection for Supervised Classification in High Dimension (Version 1.3.5)	2014
bujar: Buckley-James Regression for Survival Data with High-Dimensional Covariates (Version 0.2-11)	2014
funFEM: Clustering in the Discriminative Functional Subspace (Version 1.2)	2014
LINselect: Selection of Linear Estimators (Version 1.1.5)	2013
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
mlr: Machine Learning in R (Version 2.19.2)	2013
quadrupen: Sparsity by Worst-Case Quadratic Penalties (Version 0.2-12)	2012
epoc: Endogenous Perturbation Analysis of Cancer (Version 0.2.6-1.1)	2011
ChemoSpec: Exploratory Chemometrics for Spectroscopy (Version 6.1.10)	2011
FisherEM: The FisherEM Algorithm to Simultaneously Cluster and Visualize High-Dimensional Data (Version 1.6)	2011
sparseLDA: Sparse Discriminant Analysis (Version 0.1-9)	2009

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