summary.islasso.path: Summarize islasso.path Model at Specific Lambda

In islasso: The Induced Smoothed Lasso

Summarize islasso.path Model at Specific Lambda

Description

Extracts coefficient estimates, standard errors and p-values from an islasso.path fit at a given regularization level lambda.

Usage

## S3 method for class 'islasso.path'
summary(object, pval = 1, use.t = FALSE, lambda, ...)

Arguments

object	A fitted object of class "islasso.path".
pval	Numeric threshold for displaying coefficients. Only variables with p-value <= pval are printed. Unpenalized coefficients (like the intercept) are always shown.
use.t	Logical. If TRUE, p-values are computed using a t-distribution with residual degrees of freedom.
lambda	Numeric. Value of the regularization parameter at which the summary should be extracted.
...	Currently unused.

Value

An object of class "summary.islasso.path" containing filtered estimates and significance metrics.

Author(s)

Gianluca Sottile [e-mail]

See Also

islasso.path, GoF.islasso.path, coef.islasso.path, fitted.islasso.path, predict.islasso.path, residuals.islasso.path, logLik.islasso.path, deviance.islasso.path

Examples

## Not run: 
# Assuming object `o` is from islasso.path
summary(o, pval = 0.1, lambda = 5)

## End(Not run)

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