si: An internal function to optimization and fitting. Don't use...

In gplsim: Spline Estimation for GPLSIM

An internal function to optimization and fitting. Don't use it solely.

Description

An internal function to optimization and fitting. Don't use it solely.

Usage

si(
  alpha,
  y,
  x,
  z,
  opt = TRUE,
  smooth_selection,
  fam,
  bs = "ps",
  fx = FALSE,
  scale = scale,
  ...
)

Arguments

alpha	single-index coefficients
y	Response variable, should be a vector.
x	Single index covariates.
z	Partially linear covariates.
opt	see ?gplsim
smooth_selection	see ?gplsim
fam	see ?gplsim
bs	see ?gplsim
fx	see ?gplsim
scale	see ?gplsim
...	includes optional arguments user can pass to mgcv::gam or glm, such as k, which is the dimension of the basis of the smooth term and m, which is the order of the penalty for the smooth term

Value

b fitted gam object

gplsim documentation built on Feb. 16, 2023, 6:21 p.m.