ncvreg: Regularization Paths for SCAD and MCP Penalized Regression Models

Efficient algorithms for fitting regularization paths for linear or logistic regression models penalized by MCP or SCAD, with optional additional L2 penalty.

AuthorPatrick Breheny [aut,cre]
Date of publication2017-01-06 23:06:18
MaintainerPatrick Breheny <patrick-breheny@uiowa.edu>
LicenseGPL-3
Version3.8-0
http://myweb.uiowa.edu/pbreheny/publications/Breheny2011.pdf

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Files in this package

ncvreg
ncvreg/inst
ncvreg/inst/CITATION
ncvreg/inst/tests
ncvreg/inst/tests/coerce.R
ncvreg/inst/tests/cv.ncvreg.R
ncvreg/inst/tests/parallel.R
ncvreg/inst/tests/ncvsurv.R
ncvreg/inst/tests/standardize.R
ncvreg/inst/tests/fir.R
ncvreg/inst/tests/cv.ncvsurv.R
ncvreg/inst/tests/ncvreg.R
ncvreg/inst/tests/single-lambda.R
ncvreg/inst/interactive-tests
ncvreg/inst/interactive-tests/parallel.R
ncvreg/inst/interactive-tests/cran.R
ncvreg/inst/interactive-tests/fir.R
ncvreg/inst/interactive-tests/ncvreg.R
ncvreg/inst/interactive-tests/surv.R
ncvreg/inst/interactive-tests/auc.R
ncvreg/inst/doc
ncvreg/inst/doc/quick-start.Rnw
ncvreg/inst/doc/quick-start.R
ncvreg/inst/doc/quick-start.pdf
ncvreg/src
ncvreg/src/cox-dh.c
ncvreg/src/standardize.c
ncvreg/src/poisson.c
ncvreg/src/ncvreg.c
ncvreg/src/raw.c
ncvreg/src/binomial.c
ncvreg/src/gaussian.c
ncvreg/src/maxprod.c
ncvreg/NAMESPACE
ncvreg/NEWS
ncvreg/data
ncvreg/data/Lung.RData
ncvreg/data/heart.RData
ncvreg/data/prostate.RData
ncvreg/R
ncvreg/R/summary-cv-ncvreg.R ncvreg/R/setupLambda.R ncvreg/R/logLik.R ncvreg/R/cv.ncvreg.R ncvreg/R/predict.cv.R ncvreg/R/predict.R ncvreg/R/plot.cv.ncvreg.R ncvreg/R/ncvsurv.R ncvreg/R/plot.fir.R ncvreg/R/perm.ncvreg.R ncvreg/R/ncvreg_fit.R ncvreg/R/predict.surv.R ncvreg/R/summary-ncvreg.R ncvreg/R/setupLambdaCox.R ncvreg/R/plot.ncvsurv.func.R ncvreg/R/fir.R ncvreg/R/convexMin.R ncvreg/R/summary-ncvsurv.R ncvreg/R/lamNames.R ncvreg/R/std.R ncvreg/R/cv.ncvsurv.R ncvreg/R/plot.ncvreg.R ncvreg/R/loss.R ncvreg/R/summary-cv-ncvsurv.R ncvreg/R/ncvreg.R ncvreg/R/permres.ncvreg.R ncvreg/R/auc.R
ncvreg/vignettes
ncvreg/vignettes/quick-start.Rnw
ncvreg/README.md
ncvreg/MD5
ncvreg/build
ncvreg/build/vignette.rds
ncvreg/DESCRIPTION
ncvreg/man
ncvreg/man/permres.Rd ncvreg/man/fir.Rd ncvreg/man/std.Rd ncvreg/man/plot.ncvreg.Rd ncvreg/man/predict.ncvsurv.Rd ncvreg/man/auc.Rd ncvreg/man/perm.ncvreg.Rd ncvreg/man/Lung.Rd ncvreg/man/predict.Rd ncvreg/man/ncvsurv.Rd ncvreg/man/prostate.Rd ncvreg/man/cv.ncvsurv.Rd ncvreg/man/ncvreg-package.Rd ncvreg/man/plot.ncvsurv.func.Rd ncvreg/man/plot.fir.Rd ncvreg/man/ncvreg.Rd ncvreg/man/cv.ncvreg.Rd ncvreg/man/plot.cv.ncvreg.Rd ncvreg/man/ncvreg-internal.Rd ncvreg/man/heart.Rd ncvreg/man/summary.cv.ncvreg.Rd

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