pspline2d_checker: P-spline 2D tensor product checking algorithm for the GLM.

In JOPS: Practical Smoothing with P-Splines

P-spline 2D tensor product checking algorithm for the GLM.

Description

pspline_2dchecker checks to see if all the 2D tensor inputs associated for P-spines are properly defined.

Usage

pspline2d_checker(
  family,
  link,
  bdeg1,
  bdeg2,
  pord1,
  pord2,
  nseg1,
  nseg2,
  lambda1,
  lambda2,
  ridge_adj,
  wts
)

Arguments

family	the response distribution, e.g. "gaussian", "binomial", "poisson", "Gamma" distribution. Quotes are needed.
link	the link function, one of "identity", "log", "sqrt", "logit", "probit", "cloglog", "loglog", "reciprocal"; quotes are needed.
bdeg1	the degree of B-splines.
bdeg2	the degree of B-splines.
pord1	the order of the penalty.
pord2	the order of the penalty.
nseg1	the number of evenly spaced B-spline segmements.
nseg2	the number of evenly spaced B-spline segmements.
lambda1	the positive tuning parameter for the difference penalty.
lambda2	the positive tuning parameter for the difference penalty.
ridge_adj	the positive tuning parameter for the ridge penalty.
wts	the weight vector, separate from GLM weights.

Value

list	same as inputs, with warnings if required.

JOPS documentation built on Sept. 8, 2023, 5:42 p.m.