methodSR: Regularization criterion types

In SCnext/SCGLR: Supervised Component Generalized Linear Regression

Regularization criterion types

Description

Regularization criterion types

Usage

methodSR(
  phi = "vpi",
  l = 1,
  s = 1/2,
  maxiter = 1000,
  epsilon = 1e-06,
  bailout = 10
)

Arguments

phi	character string describing structural relevance used in the regularization process. Allowed values are "vpi" for Variable Powered Inertia and "cv" for Component Variance. Default to "vpi".
l	is an integer argument (>1) tuning the importance of variable bundle locality.
s	is a numeric argument (in [0,1]) tuning the strength of structural relevance with respect to goodness of fit.
maxiter	integer for maximum number of iterations of SR function
epsilon	positive convergence threshold
bailout	integer argument

SCnext/SCGLR documentation built on Feb. 10, 2024, 1:44 p.m.