
Summarize islasso Fitted Model
summary.islasso.Rd
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
Gianluca Sottile gianluca.sottile@unipa.it
Examples
if (FALSE) { # \dontrun{
# Assuming object `o` from an islasso fit
summary(o, pval = 0.1) # Show coefficients with p <= 0.1
} # }