msaenet: Multi-Step Adaptive Estimation Methods for Sparse Regressions

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 additional support for multi-step adaptive MCP-net (MSAMNet) and multi-step adaptive SCAD-net (MSASNet) methods.

AuthorNan Xiao [aut, cre]
Date of publication2017-01-16 00:03:41
MaintainerNan Xiao <me@nanx.me>
LicenseGPL-3 | file LICENSE
Version2.1
http://msaenet.com
https://github.com/road2stat/msaenet

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Files in this package

msaenet
msaenet/TODO
msaenet/inst
msaenet/inst/CITATION
msaenet/inst/doc
msaenet/inst/doc/msaenet.Rmd
msaenet/inst/doc/msaenet.html
msaenet/inst/doc/msaenet.R
msaenet/NAMESPACE
msaenet/NEWS.md
msaenet/R
msaenet/R/msasnet.R msaenet/R/plot-msaenet.R msaenet/R/aenet.R msaenet/R/msaenet-tune-ncvreg.R msaenet/R/msaenet-utils.R msaenet/R/msaenet-inspect.R msaenet/R/msamnet.R msaenet/R/msaenet-sim.R msaenet/R/print-msaenet.R msaenet/R/msaenet-package.R msaenet/R/asnet.R msaenet/R/msaenet-eval.R msaenet/R/msaenet-tune-glmnet.R msaenet/R/predict-msaenet.R msaenet/R/amnet.R msaenet/R/msaenet.R
msaenet/vignettes
msaenet/vignettes/header.html
msaenet/vignettes/msaenet.css
msaenet/vignettes/msaenet.Rmd
msaenet/vignettes/msaenet.bib
msaenet/README.md
msaenet/MD5
msaenet/build
msaenet/build/vignette.rds
msaenet/DESCRIPTION
msaenet/man
msaenet/man/asnet.Rd msaenet/man/coef.msaenet.Rd msaenet/man/msaenet.rmse.Rd msaenet/man/msaenet.fn.Rd msaenet/man/msaenet.tune.ncvreg.Rd msaenet/man/msamnet.Rd msaenet/man/amnet.Rd msaenet/man/msaenet.sim.binomial.Rd msaenet/man/msaenet.sim.cox.Rd msaenet/man/msaenet.fp.Rd msaenet/man/msaenet.mse.Rd msaenet/man/msaenet.nzv.all.Rd msaenet/man/predict.msaenet.Rd msaenet/man/msaenet.sim.poisson.Rd msaenet/man/plot.msaenet.Rd msaenet/man/msaenet.rmsle.Rd msaenet/man/msaenet.mae.Rd msaenet/man/msaenet.sim.gaussian.Rd msaenet/man/msaenet-package.Rd msaenet/man/aenet.Rd msaenet/man/print.msaenet.Rd msaenet/man/msaenet.Rd msaenet/man/msaenet.tp.Rd msaenet/man/msaenet.tune.glmnet.Rd msaenet/man/msaenet.nzv.Rd msaenet/man/msasnet.Rd
msaenet/LICENSE

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