stabiliser_example

datasets

A stable approach to variable selection through stability selection and the use of a permutation-based objective stability threshold. Lima et al (2021) <doi:10.1038/s41598-020-79317-8>, Meinshausen and Buhlmann (2010) <doi:10.1111/j.1467-9868.2010.00740.x>.

Robert Hyde

stabiliser

Stabilising Variable Selection

Martin Green

Eliana Lima

stabiliser_example function

<p>A data frame with 50 rows and 100 variables.</p>
<p>The stabiliser_example dataset is a simulated example with the following properties:
1 simulated outcome variable: <code>y</code>
4 variables simulated to be associated with <code>y</code>: <code>causal1</code>, <code>causal2</code>...
95 variables simulated to have no association with <code>y</code>: <code>junk1</code>, <code>junk2</code>...</p>

Format

stabiliser_example — stabiliser_example

stabiliser_example: stabiliser_example

Description

Usage

Arguments

Format