Spline Estimation for GPLSIM
function dedicated to add simulation standard error bound, in developm...
Data generation function for simulation and demonstration A sine-bump ...
Function to fit generalized partially linear single-index models via p...
Function that plot fitted curve for the unknown univariate function fo...
prediction method function for the tr smooth class
Print Summary function of gplsim object
An internal function to optimization and fitting. Don't use it solely.
supporting function to make tr smooth
Summary function of gplsim object
We provides functions that employ splines 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.