grouplasso2pop_to_semipadd2pop: Convert output from grouplasso2pop to the fitted functions of...

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

Convert output from grouplasso2pop to the fitted functions of the semi-parametric additive model

Description

Convert output from grouplasso2pop to the fitted functions of the semi-parametric additive model

Usage

grouplasso2pop_to_semipadd2pop(
  X1,
  nonparm1,
  groups1,
  knots.list1,
  emp.cent1,
  QQ1.inv,
  b1,
  X2,
  nonparm2,
  groups2,
  knots.list2,
  emp.cent2,
  QQ2.inv,
  b2
)

Arguments

X1	the matrix with the observed covariate values for data set 1 (including a column of ones for the intercept)
nonparm1	a vector indicating for which covariates a nonparametric function is to be estimated for data set 1
groups1	a vector indicating to which group the entries of the coefficient vector b1 belong
knots.list1	a list of vectors with the knot locations for nonparametric effects for data set 1
emp.cent1	a list of vectors of the empirical basis function centerings for data set 1
QQ1.inv	the matrix with which to back-transform the group lasso coefficients for data set 1
b1	the group lasso coefficients for data set 1
X2	the matrix with the observed covariate values for data set 2 (including a column of ones for the intercept)
nonparm2	a vector indicating for which covariates a nonparametric function is to be estimated for data set 2
groups2	a vector indicating to which group the entries of the coefficient vector b2 belong
knots.list2	a list of vectors with the knot locations for nonparametric effects for data set 2
emp.cent2	a list of vectors of the empirical basis function centerings for data set 2
QQ2.inv	the matrix with which to back-transform the group lasso coefficients for data set 2
b2	the group lasso coefficients for data set 2

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