grouplasso_to_semipadd: Convert output from grouplasso to the fitted functions of the...

In gregorkb/semipadd2pop: Combine two data sets to fit semiparametric additive models

Convert output from grouplasso to the fitted functions of the semi-parametric additive model

Description

Convert output from grouplasso to the fitted functions of the semi-parametric additive model

Usage

grouplasso_to_semipadd(X, nonparm, groups, knots.list, emp.cent, QQ.inv, b)

Arguments

X	the matrix with the observed covariate values (including a column of ones for the intercept)
nonparm	a vector indicating for which covariates a nonparametric function is to be estimated
groups	a vector indicating to which group the entries of the coefficient vector b belong
knots.list	a list of vectors with the knot locations for nonparametric effects
emp.cent	a list of vectors of the empirical basis function centerings
QQ.inv	the matrix with which to back-transform the group lasso coefficients
b	the group lasso coefficients

gregorkb/semipadd2pop documentation built on Oct. 2, 2022, 1:37 p.m.