cosso: Fit Regularized Nonparametric Regression Models Using COSSO Penalty.

COSSO is a new regularization method that automatically estimates and selects important function components by a soft-thresholding penalty in the context of smoothing spline ANOVA models. Implemented models include mean regression, quantile regression, logistic regression and the Cox regression models.

AuthorHao Helen Zhang <hzhang@math.arizona.edu> and Chen-Yen Lin <clin5@ncsu.edu>
Date of publication2013-03-11 07:44:02
MaintainerChen-Yen Lin <clin5@ncsu.edu>
LicenseGPL (>= 2)
Version2.1-1
http://www4.stat.ncsu.edu/~hzhang/cosso.html

View on CRAN

Functions

ACV.lambda Man page
bigGram Man page
BUPA Man page
cosso Man page
cosso.Binomial Man page
cosso.Cox Man page
cosso.Cox.Parallel Man page
cosso.Cox.Sequential Man page
cosso.Gaussian Man page
cosso.qr Man page
cosso.qr.Parallel Man page
cosso.qr.Sequential Man page
cvlam.Gaussian Man page
cvlam.logistic Man page
cvsplitID Man page
garrote.Cox Man page
garrote.Logistic Man page
garrote.Logistic.GH Man page
garrote.qr Man page
genK Man page
genK.cat Man page
gradient.Hessian.C Man page
gradient.Hessian.Theta Man page
kqr Man page
My_solve Man page
My_solve.QP Man page
ozone Man page
PartialLik Man page
plot.cosso Man page
predict.cosso Man page
rescale Man page
rho Man page
RiskSet Man page
SSANOVAwt.Binomial Man page
SSANOVAwt.Cox Man page
SSANOVAwt.Gaussian Man page
SSANOVAwt.qr Man page
sspline Man page
sspline.Binomial Man page
sspline.Cox Man page
tune.cosso Man page
tune.cosso.Binomial Man page
tune.cosso.Cox Man page
tune.cosso.Gaussian Man page
twostep.Binomial Man page
twostep.Cox Man page
twostep.Gaussian Man page
twostep.qr Man page
veteran Man page
wsGram Man page

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

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