summary.islasso: Summarize islasso Fitted Model

In islasso: The Induced Smoothed Lasso

Summarize islasso Fitted Model

Description

Provides a concise summary of a fitted islasso model, including p-values and optional filtering.

Usage

## S3 method for class 'islasso'
summary(object, pval = 1, which, use.t = FALSE, type.pval = "wald", ...)

Arguments

object	A fitted model of class "islasso".
pval	Numeric threshold for displaying coefficients. Only those with p \le pval are printed. Unpenalized coefficients (like intercepts) are always shown.
which	Optional. Specifies a subset of coefficients to test. If missing, all parameters are evaluated.
use.t	Logical. If TRUE, p-values are computed using the t-distribution and residual degrees of freedom.
type.pval	Character. Type of p-value approximation. Only "wald" (default) is implemented.
...	Additional arguments (not currently used).

Value

An object of class "summary.islasso" containing:

coefficients	Coefficient estimates and related statistics
pval	Threshold used to filter coefficients
call	Original model call

Author(s)

Gianluca Sottile [e-mail]

See Also

islasso.fit, residuals.islasso, logLik.islasso, predict.islasso, deviance.islasso

Examples

## Not run: 
# Assuming object `o` from an islasso fit
summary(o, pval = 0.1)  # Show coefficients with p <= 0.1

## End(Not run)

islasso documentation built on Aug. 9, 2025, 1:06 a.m.