gplsim: Penalized Spline Estimation for GPLSIM

We provides functions that employ penalized spline (P-spline) to estimate generalized partially linear single index models (GPLSIM), which extend the generalized linear models to include nonlinear effect for some predictors. Please see Y. (2017) at <doi:10.1007/s11222-016-9639-0> and Y., and R. (2002) at <doi:10.1198/016214502388618861> for more details.

Getting started

Package details

AuthorTianhai Zu [aut, trl, cre], Yan Yu [aut]
MaintainerTianhai Zu <>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the gplsim package in your browser

Any scripts or data that you put into this service are public.

gplsim documentation built on Dec. 3, 2022, 9:09 a.m.