pspline_checker: P-spline checking algorithm for the GLM.

In JOPS: Practical Smoothing with P-Splines

P-spline checking algorithm for the GLM.

Description

pspline_checker checks to see if all the inputs associated for P-spines are properly defined.

Usage

pspline_checker(family, link, bdeg, pord, nseg, lambda, 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";
bdeg	the degree of B-splines.
pord	the order of the penalty.
nseg	the number of evenly-spaced B-spline segmements.
lambda	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.