Regularization paths for SCAD- and MCP-penalized regression models


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Documentation for package ‘ncvreg’ version 3.1-0

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ncvreg-package Regularization paths for SCAD- and MCP-penalized regression models
coef.ncvreg Model predictions based on a fitted "ncvreg" object.
cv.ncvreg Cross-validation for ncvreg
fir False inclusion rates for ncvreg (independence approximation)
heart Risk factors associated with heart disease
ncvreg Fit an MCP- or SCAD-penalized regression path
ncvreg_fit Internal C function for fitting ncvreg models
perm.ncvreg Permutation fitting for ncvreg
plot.cv.ncvreg Plots the cross-validation curve from a "cv.ncvreg" object
plot.fir Plot false inclusion rate curves
plot.ncvreg Plot coefficients from a "ncvreg" object
predict.ncvreg Model predictions based on a fitted "ncvreg" object.
print.summary.cv.ncvreg Summarizing inferences based on cross-validation
prostate Factors associated with prostate specific antigen
summary.cv.ncvreg Summarizing inferences based on cross-validation