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Summarizing SCGLR fits

Source: R/summary.r
summary.SCGLR.Rd

Summary method for class "SCGLR".

Usage

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

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

Arguments

object

an object of class "SCGLR", usually a result of a call to scglr.

...

Not used.

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.

Value

an object of class "summary.SCGLR".

inertia

inertia per component.

deviance.null

null deviance for each \(Y_k\).

deviance.residual

residual 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.