summary: Summarize SMLE-screening and selection

In SMLE: Joint Feature Screening via Sparse MLE

Summarize SMLE-screening and selection

Description

This function prints a summary of a 'smle' (or a 'selection') object. In particular, it shows the features retained after SMLE-screening (or selection) with the related convergence information.

Usage

## S3 method for class 'smle'
summary(object, ...)

## S3 method for class 'selection'
summary(object, ...)

Arguments

object	A 'smle' or 'selection' object.
...	This argument is not used and listed for method consistency.

Value

No return value.

Examples

set.seed(1)
Data <- Gen_Data(correlation = "MA", family = "gaussian")
fit <- SMLE(Y = Data$Y, X = Data$X, k = 20, family = "gaussian")
summary(fit)
fit_s <- smle_select(fit)
summary(fit_s)

SMLE documentation built on Jan. 22, 2023, 1:55 a.m.