summary.fs: Results summary for forward selection

In mcol/nestfs: Cross-Validated (Nested) Forward Selection

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.

mcol/nestfs documentation built on Jan. 4, 2023, 12:38 p.m.