summary.islasso.path: summary method for islasso.path fitted objects

In islasso: The Induced Smoothed Lasso

summary method for islasso.path fitted objects

Description

summary method for islasso.path fitted objects

Usage

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

Arguments

object	fitted "islasso.path" object
pval	a threshold p-value value indicating which coefficients should be printed. If pval = 0.10, say, only the variables/coefficients with p-value\le 0.10 are printed. Possible unpenalized coefficients (including the intercept if in the model) are always printed, regardless of their p-value.
use.t	if TRUE, the p-values are computed using the t-distribution with residual model degrees of freedom
lambda	Value of the penalty parameter lambda at which summary are required.
...	not used

Author(s)

Maintainer: Gianluca Sottile <[e-mail]>

See Also

islasso.path, islasso.path.fit, coef.islasso.path, residuals.islasso.path, GoF.islasso.path, logLik.islasso.path, fitted.islasso.path, predict.islasso.path and deviance.islasso.path methods.

Examples

## Not run: 
#continues example from ?islasso.path
summary(o, pval = .1, lambda = 5) #print just the "borderline" significant coefficients

## End(Not run)

islasso documentation built on May 31, 2023, 8:37 p.m.