stabiliser: Stabilising Variable Selection

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>.

Package details

AuthorRobert Hyde [aut, cre] (<https://orcid.org/0000-0002-8705-9405>), Martin Green [aut], Eliana Lima [aut]
MaintainerRobert Hyde <robert.hyde4@nottingham.ac.uk>
LicenseMIT + file LICENSE
Version1.0.6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("stabiliser")

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stabiliser documentation built on May 31, 2023, 9:10 p.m.