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SCGLR (version 2.0.1)

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.
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".
  • inertiainertia per component.
  • deviancedeviance for each $Y_k$.
  • rhosquared correlations with numerical covariates.
  • rho.predsquared correlations with linear predictors.
  • coefficientscontains the coefficients of the regression on the components.
  • pvaluecontains the pvalues of the coefficients of the regression on the components.