
glmnet
 Referenced in 426 articles
[sw08159]
 package glmnet: Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elasticnet regularization path for linear regression, logistic and multinomial regression models...

covTest
 Referenced in 64 articles
[sw19129]
 with LARS (lasso) for linear models, elastic net, binomial and Cox survival model...

blasso
 Referenced in 11 articles
[sw06769]
 Elastic net regression modeling with the orthant normal prior The elastic net procedure ... implied by the form of the elastic net penalty. This article broadens the scope ... prior distributions that generate the elastic net estimate as the posterior mode. The resulting model ... resulting in an infinite mixture of elastic net regression models that allows for adaptive, data...

elasticnet
 Referenced in 12 articles
[sw08181]
 package elasticnet: ElasticNet for Sparse Estimation and Sparse PCA. This package provides functions ... entire solution path of the ElasticNet and also provides functions for estimating sparse Principal...

Glmnet
 Referenced in 7 articles
[sw25026]
 Glmnet in Matlab: Lasso and elasticnet regularized generalized linear models. This is a Matlab ... fitting the entire lasso or elasticnet path for linear regression, logistic and multinomial regression...

penalizedSVM
 Referenced in 8 articles
[sw15838]
 clipped absolute deviation (SCAD), ’L1norm’, ’Elastic Net’ (’L1norm’ and ’L2norm’) and ’Elastic...

spikeslab
 Referenced in 8 articles
[sw14503]
 linear regression models. Uses a generalized elastic net for variable selection...

SpicyMKL
 Referenced in 7 articles
[sw14765]
 includes nonsparse regularizations, such as elasticnet and $ell _{p }$norm regularizations. Extending SpicyMKL...

ordinalNet
 Referenced in 4 articles
[sw20527]
 Regression. Fits ordinal regression models with elastic net penalty by coordinate descent. Supported model families ... nonparallel model, but the elastic net penalty shrinks it toward the parallel model...

biglasso
 Referenced in 4 articles
[sw19509]
 Data. Extend lasso and elasticnet model fitting for ultrahighdimensional, multigigabyte data sets...

ensr
 Referenced in 1 article
[sw29256]
 package ensr: Elastic Net SearcheR. Elastic net regression models are controlled by two parameters, lambda ... automated methods for selection of alpha. Elastic Net SearcheR automates the simultaneous selection of both...

EBglmnet
 Referenced in 1 article
[sw15564]
 package EBglmnet: Empirical Bayesian Lasso and Elastic Net Methods for Generalized Linear Models. Provides empirical ... Bayesian lasso and elastic net algorithms for variable selection and effect estimation. Key features include ... popular methods such as lasso and elastic net methods in terms of power of detection...

c060
 Referenced in 2 articles
[sw24284]
 c060: Extended Inference for Lasso and ElasticNet Regularized Cox and Generalized Linear Models. c060...

BALD
 Referenced in 2 articles
[sw20895]
 selection (Univariate, Lasso, Group Lasso, ElasticNet...

mcen
 Referenced in 1 article
[sw27163]
 package mcen: Multivariate Cluster Elastic Net. Fits the Multivariate Cluster Elastic Net (MCEN) presented...

fastcox
 Referenced in 1 article
[sw13711]
 fastcox: Lasso and elasticnet penalized Cox’s regression in high dimensions models using ... computing the solution paths of the elastic net penalized Cox’s proportional hazards model...

clogitL1
 Referenced in 1 article
[sw24385]
 conditional logistic regression with lasso and elastic net penalties. Tools for the fitting and cross ... logistic regression models with lasso and elastic net penalties. Uses cyclic coordinate descent and warm...

SALES
 Referenced in 1 article
[sw31659]
 package SALES: Elastic Net and (Adaptive) Lasso Penalized Sparse Asymmetric Least Squares (SALES) and Coupled ... sparse asymmetric least squares, including the elastic net and (adaptive) Lasso penalized SALES and COSALES...

SpatialVS
 Referenced in 1 article
[sw31495]
 Poisson regression model under the adaptive elastic net penalty. Spatial count data with covariates ... maximization of the likelihood under adaptive elastic net penalty, we implemented the penalized quasilikelihood...

coxnet
 Referenced in 1 article
[sw13712]
 regularized with net (L1 and Laplacian), elasticnet (L1 and L2) or lasso (L1) penalty...