msaenet-package: Multi-Step Adaptive Estimation Methods for Sparse Regressions

Description Details Author(s) References


Multi-step adaptive elastic-net (MSAENet) algorithm for feature selection in high-dimensional regressions proposed in Xiao and Xu (2015) <DOI:10.1080/00949655.2015.1016944>, with support for multi-step adaptive MCP-Net (MSAMNet) and multi-step adaptive SCAD-Net (MSASNet) methods.


Browse the vignette with vignette("msaenet").

Package: msaenet
Type: Package
License: GPL-3


Nan Xiao <[email protected]>


Nan Xiao and Qing-Song Xu. (2015). Multi-step adaptive elastic-net: reducing false positives in high-dimensional variable selection. Journal of Statistical Computation and Simulation 85(18), 3755–3765.

road2stat/msaenet documentation built on Dec. 17, 2018, 10:09 a.m.