Constrained Groupwise Additive Index Models
Boostrap CGAIM
Common constraints
Parameters controlling the CGAIM fit
Constrained groupwise additive index models
Confidence intervals
Defining terms in CGAIM formula
Plot ridge function
Predictions from a fitted CGAIM object
Print a cgaim object
Calculate Variance-Covariance Matrix for a Fitted CGAIM Object
Fits constrained groupwise additive index models and provides functions for inference and interpretation of these models. The method is described in Masselot, Chebana, Campagna, Lavigne, Ouarda, Gosselin (2022) "Constrained groupwise additive index models" <doi:10.1093/biostatistics/kxac023>.