summary.SCGLR: Summarizing SCGLR fits

In SCGLR: Supervised Component Generalized Linear Regression

Description

Summary method for class "SCGLR".

Usage

## S3 method for class 'SCGLR'
summary(object, ...)

## S3 method for class 'summary.SCGLR'
print(x, digits = 3, cutoff = 1, ...)

Arguments

object	an object of class "SCGLR", usually a result of a call to scglr.
x	an object of class "summary.SCGLR", usually a result of a call to summary.SCGLR.
digits	the number of significant digits to use when printing.
cutoff	print coefficients with pvalue lower than or equal to cutoff (default to 1).
...	Not used.

Value

an object of class "summary.SCGLR".

inertia	inertia per component.
deviance	deviance for each Y_k.
rho	squared correlations with numerical covariates.
rho.pred	squared correlations with linear predictors.
coefficients	contains the coefficients of the regression on the components.
pvalue	contains the pvalues of the coefficients of the regression on the components.

SCGLR documentation built on May 30, 2017, 4:38 a.m.

Supervised Component Generalized Linear Regression

SCGLR index