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

View on CRAN

Functions

AUC Man page
AUC.cv.ncvsurv Man page
coef.ncvreg Man page
coef.ncvsurv Man page
convexMin Man page
cv.ncvreg Man page
cv.ncvsurv Man page
fir Man page
heart Man page
Lung Man page
ncvreg Man page
ncvreg-package Man page
ncvsurv Man page
perm.ncvreg Man page
permres Man page
permres.ncvreg Man page
plot.cv.ncvreg Man page
plot.fir Man page
plot.ncvreg Man page
plot.ncvsurv.func Man page
predict.ncvreg Man page
predict.ncvsurv Man page
print.summary.cv.ncvreg Man page
prostate Man page
setupLambda Man page
std Man page
summary.cv.ncvreg Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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