• penalizedSVM

  • Referenced in 9 articles [sw15838]
  • penalty functions. The smoothly clipped absolute deviation (SCAD), ’L1-norm’, ’Elastic Net’ (’L1-norm ... norm’) and ’Elastic SCAD’ (SCAD and ’L2-norm’) penalties are availible. The tuning parameters...
  • ncvreg

  • Referenced in 8 articles [sw08179]
  • package ncvreg: Regularization paths for SCAD- and MCP-penalized regression models. Efficient algorithms for fitting ... logistic regression models penalized by MCP or SCAD, with optional additional L2 penalty (”Mnet...
  • rqPen

  • Referenced in 7 articles [sw19266]
  • Regression. Performs penalized quantile regression for LASSO, SCAD and MCP functions including group penalties. Provides...
  • grpreg

  • Referenced in 6 articles [sw15799]
  • group lasso, group MCP, and group SCAD as well as bi-level selection methods such...
  • cvplogistic

  • Referenced in 5 articles [sw29394]
  • concave penalized logistic regression model. The SCAD and MCP (default) are two concave penalties considered...
  • GHS

  • Referenced in 5 articles [sw37217]
  • lasso and graphical Smoothly Clipped Absolute Deviation (SCAD). The most prominent benefit is that when...
  • mpath

  • Referenced in 4 articles [sw13914]
  • selection operator (LASSO), smoothly clipped absolute deviation (SCAD) and minimax concave penalty (MCP), and each...
  • SCAD

  • Referenced in 2 articles [sw38701]
  • SCAD is an integrated system for finite element structural analysis and design. The unified graphical ... freedom under static and dynamic actions). SCAD includes an extensive finite element library for modeling...
  • picasso

  • Referenced in 3 articles [sw20406]
  • property of non-convex penalty such as SCAD and MCP which has significantly less estimation...
  • polywog

  • Referenced in 2 articles [sw07109]
  • model selection via the adaptive LASSO or SCAD to prevent overfitting...
  • glamlasso

  • Referenced in 2 articles [sw16517]
  • linear array models. Currently either Lasso or SCAD penalized estimation is possible for the followings...
  • crrp

  • Referenced in 2 articles [sw28755]
  • model. Penalties include LASSO, SCAD, MCP, and their group versions...
  • sparsevar

  • Referenced in 2 articles [sw31454]
  • estimation using penalties like ENET (Elastic Net), SCAD (Smoothly Clipped Absolute Deviation) and MCP (Minimax...
  • DLASSO

  • Referenced in 1 article [sw21307]
  • Adaptive or Non-Adaptive Differentiable Lasso and SCAD Penalties in Linear Models. An implementation ... differentiable lasso (dlasso) and SCAD (dSCAD) using iterative ridge algorithm. This package allows selecting...
  • SMMA

  • Referenced in 1 article [sw28073]
  • array-tensor structured models. Currently Lasso and SCAD penalized estimation is implemented...
  • penfa

  • Referenced in 1 article [sw40887]
  • /s11336-021-09751-8>). Available penalties include lasso, adaptive lasso, scad, mcp, and ridge...
  • msaenet

  • Referenced in 0 articles [sw18486]
  • MSAMNet) and multi-step adaptive SCAD-Net (MSASNet) methods...
  • R

  • Referenced in 9969 articles [sw00771]
  • R is a language and environment for statistical...
  • GLIM

  • Referenced in 193 articles [sw01126]
  • GLIM - a system for interactive fitting of generalized...
  • LASSO

  • Referenced in 33 articles [sw02850]
  • A gradient descent algorithm for LASSO LASSO is...