summary.fs {nestfs}

Results summary for forward selection

Description

Report summary statistics from a single run of forward selection.

Usage

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

## S3 method for class 'fs'
print(x, ...)

Arguments

object, x

An object of class fs.

...

Further arguments passed to or from other methods. These are currently ignored.

Value

A data frame with the following columns:

vars

Variables in the initial model followed by variables selected.

fdr

False discovery rate, corresponding to the paired test p-values computed when the variable was selected.

llks

Validation log-likelihoods.

diffs

Differences in validation log-likelihoods.

iter

Iteration when the variable was selected.

Note

A function of name "getfullname" to match variable names to full names is searched on the current workspace, and if found full names are included in the summary data frame.