SCGLR (version 1.2)

summary.SCGLR: Summarizing SCGLR fits

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.

...

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.

cutoff

print coefficients with pvalue lower than or equal to cutoff (default to 1).

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.
• coef
  contains the coefficients of the regression on the components.
• pvalue
  contains the pvalues of the coefficients of the regression on the components.