Summarizing SCGLR fits

Description

Summary method for class "SCGLR".

Usage

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## 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.