• covTest

  • Referenced in 63 articles [sw19129]
  • significance testing in adaptive linear modelling. Can be used with LARS (lasso) for linear models...
  • spinyReg

  • Referenced in 4 articles [sw14821]
  • dimensional variable selection algorithms (such as lasso, adaptive lasso, stability selection or spike-and-slab...
  • BhGLM

  • Referenced in 3 articles [sw10342]
  • ridge regression, Bayesian lasso, and various adaptive lasso. These methods can be used not only...
  • parcor

  • Referenced in 1 article [sw14647]
  • based on different regularized regression methods: lasso, adaptive lasso, PLS, and Ridge Regression. In addition ... package provides model selection for lasso, adaptive lasso and Ridge regression based on cross-validation...
  • bootpenal

  • Referenced in 1 article [sw31365]
  • block random lasso and block random adaptive lasso for data with large ... split lasso and split adaptive lasso for data with large n. It fits split block ... lasso and s-plit block random adaptive lasso for data with large p and n.It...
  • cqrReg

  • Referenced in 2 articles [sw21332]
  • regression, both with and without an adaptive lasso penalty for variable selection. In this paper...
  • SALES

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

  • Referenced in 17 articles [sw12406]
  • also provide the extension of these Lasso variants to sparse Gaussian graphical model estimation including ... TIGER and CLIME using either L1 or adaptive penalty. Missing values can be tolerated...
  • coxnet

  • Referenced in 1 article [sw13712]
  • their adaptive forms, such as adaptive lasso and net adjusting for signs of linked coefficients...
  • polywog

  • Referenced in 1 article [sw07109]
  • regression, with model selection via the adaptive LASSO or SCAD to prevent overfitting...
  • DLASSO

  • Referenced in 1 article [sw21307]
  • DLASSO: Implementation of Adaptive or Non-Adaptive Differentiable Lasso and SCAD Penalties in Linear Models...
  • LINselect

  • Referenced in 0 articles [sw19706]
  • different methods as lasso, elastic-net, adaptive lasso, pls, randomForest. Moreover, it can be applied...
  • msgps

  • Referenced in 0 articles [sw16525]
  • elastic net, generalized elastic net and adaptive lasso based on the generalized path seeking algorithm...
  • BLOOMP

  • Referenced in 20 articles [sw06454]
  • dynamic range near unity BP-BLOT and Lasso-BLOT with the optimized regularization parameter have ... spectral iterative hard thresholding and the frame-adapted BP demonstrate the superiority...
  • FindIt

  • Referenced in 2 articles [sw08164]
  • method adapts the Support Vector Machine classifier by placing separate LASSO constraints over...
  • cvplogistic

  • Referenced in 3 articles [sw29394]
  • adaptive rescaling algorithms for computing the solutions. The package also provides a Lasso-concave hybrid...
  • SelvarMix

  • Referenced in 3 articles [sw24498]
  • variables are arranged in order with a lasso-like procedure. Second, the method of Maugis ... /j.csda.2009.04.013>, is adapted to define the role of variables...
  • blasso

  • Referenced in 11 articles [sw06769]
  • bridge between ridge regression and the lasso. The estimate that it produces can be viewed ... elastic net regression models that allows for adaptive, data-based shrinkage of the regression coefficients...
  • ConvexLAR

  • Referenced in 2 articles [sw16543]
  • naturally extends to group selection and data adaptive variable selection. After simple modification, it also ... such as a convex loss function with lasso or group lasso penalty. Variable selection...
  • CSDP

  • Referenced in 193 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...