• glmnet

  • Referenced in 522 articles [sw08159]
  • package glmnet: Lasso and elastic-net regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models...
  • covTest

  • Referenced in 74 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: Elastic-Net for Sparse Estimation and Sparse PCA. This package provides functions ... entire solution path of the Elastic-Net and also provides functions for estimating sparse Principal...
  • Glmnet

  • Referenced in 10 articles [sw25026]
  • Glmnet in Matlab: Lasso and elastic-net regularized generalized linear models. This is a Matlab ... fitting the entire lasso or elastic-net 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), ’L1-norm’, ’Elastic Net’ (’L1-norm’ and ’L2-norm’) and ’Elastic...
  • SpicyMKL

  • Referenced in 9 articles [sw14765]
  • includes non-sparse regularizations, such as elastic-net 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 5 articles [sw19509]
  • Data. Extend lasso and elastic-net model fitting for ultrahigh-dimensional, multi-gigabyte data sets...
  • fastcox

  • Referenced in 3 articles [sw13711]
  • fastcox: Lasso and elastic-net 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 elastic-net regularized neighborhood regression. For details see Haslbeck & Waldorp...
  • 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...
  • enetLTS

  • Referenced in 2 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]
  • FUNNEL-GSEA: FUNctioNal ELastic-net regression in time-course gene set enrichment analysis. Results ... functional extension of the elastic-net regression. Furthermore, the hypothesis testing for the gene sets...
  • c060

  • Referenced in 3 articles [sw24284]
  • c060: Extended Inference for Lasso and Elastic-Net 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...
  • 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...
  • 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, Elastic-Net...