summary.islasso: summary method for islasso fitted objects

In islasso: The Induced Smoothed Lasso

summary method for islasso fitted objects

Description

summary method for islasso fitted objects

Usage

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

Arguments

object	fitted "islasso" 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.
which	a specification of which parameters are to be given p-values. If missing, all parameters are considered.
use.t	if TRUE, the p-values are computed using the t-distribution with residual model degrees of freedom
type.pval	Only Wald-type confidence intervals are implemented yet! type.pval = "wald" (default) estimates and standard errors are used to build confidence interval
...	not used

Author(s)

Maintainer: Gianluca Sottile <[e-mail]>

See Also

islasso.fit, summary.islasso, residuals.islasso, logLik.islasso, predict.islasso and deviance.islasso methods.

Examples

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

## End(Not run)

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