islasso (version 1.6.0)

summary.islasso: Summarize islasso Fitted Model

Description

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

Usage

# S3 method for islasso
summary(object, pval = 1, which, use.t = FALSE, type.pval = "wald", ...)

Value

An object of class "summary.islasso" containing:

coefficients

Coefficient estimates and related statistics

pval

Threshold used to filter coefficients

call

Original model call

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).

Author

Gianluca Sottile

See Also

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

Examples

if (FALSE) {
# Assuming object `o` from an islasso fit
summary(o, pval = 0.1)  # Show coefficients with p <= 0.1
}