Fit Regularized Nonparametric Regression Models Using COSSO
Penalty
Description
The COSSO regularization method 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.