
glmnet
 Referenced in 482 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 70 articles
[sw19129]
 with LARS (lasso) for linear models, elastic net, binomial and Cox survival model...

blasso
 Referenced in 13 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 14 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 9 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 9 articles
[sw15838]
 clipped absolute deviation (SCAD), ’L1norm’, ’Elastic Net’ (’L1norm’ and ’L2norm’) and ’Elastic...

spikeslab
 Referenced in 9 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...

fastcox
 Referenced in 3 articles
[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...

mgm
 Referenced in 4 articles
[sw33245]
 mixed VAR(p) models via elasticnet regularized neighborhood regression. For details see Haslbeck & Waldorp...

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

EBglmnet
 Referenced in 2 articles
[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...

FUNNEL
 Referenced in 2 articles
[sw34200]
 FUNNELGSEA: FUNctioNal ELasticnet regression in timecourse gene set enrichment analysis. Results ... functional extension of the elasticnet regression. Furthermore, the hypothesis testing for the gene sets...

c060
 Referenced in 3 articles
[sw24284]
 c060: Extended Inference for Lasso and ElasticNet Regularized Cox and Generalized Linear Models. c060...

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...

sparsevar
 Referenced in 2 articles
[sw31454]
 models estimation using penalties like ENET (Elastic Net), SCAD (Smoothly Clipped Absolute Deviation...

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...

sdwd
 Referenced in 1 article
[sw35603]
 solution path with the L1, the elasticnet, and the adaptive elasticnet penalties. More...