
glmnet
 Referenced in 647 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 85 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 15 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 11 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...

spikeslab
 Referenced in 11 articles
[sw14503]
 linear regression models. Uses a generalized elastic net for variable selection...

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

mgm
 Referenced in 9 articles
[sw33245]
 mixed VAR(p) models via elasticnet regularized neighborhood regression. For details see Haslbeck & Waldorp...

SpicyMKL
 Referenced in 9 articles
[sw14765]
 includes nonsparse regularizations, such as elasticnet and $ell _{p }$norm regularizations. Extending SpicyMKL...

ordinalNet
 Referenced in 6 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 7 articles
[sw19509]
 Data. Extend lasso and elasticnet model fitting for ultrahighdimensional, multigigabyte data sets...

EBglmnet
 Referenced in 3 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...

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...

enetLTS
 Referenced in 3 articles
[sw36819]
 Regression. Fully robust versions of the elastic net estimator are introduced for linear and logistic ... free subsets on which the classical elastic net estimators can be applied...

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...

NIMEFI
 Referenced in 3 articles
[sw43051]
 performance of support vector regression, the elastic net, random forest regression, symbolic regression and their...

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...

RENT
 Referenced in 1 article
[sw39621]
 RENT: A Python Package for Repeated Elastic Net Feature Selection. RENT (Repeated Elastic Net Technique ... generalized linear models using regularized elastic net to select features. Each model in the ensemble...

fwelnet
 Referenced in 1 article
[sw42226]
 Featureweighted elastic net: using ”features of features” for better prediction. In some supervised learning ... which we call the featureweighted elastic net (”fwelnet”), uses these ”features of features ... feature coefficients in the elastic net penalty. In our simulations, fwelnet outperforms the lasso...