SCGLR (version 3.0)

methodSR: 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 structura 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