Stabilising Variable Selection

A stable approach to variable selection through stability selection and the use of an objective threshold based on a model from permuted data. Lima et al (2021) , Meinshausen and Buhlmann (2010) .


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install.packages("stabiliser")

0.1.0 by Robert Hyde, a month ago


Browse source code at https://github.com/cran/stabiliser


Authors: Robert Hyde [aut, cre] , Martin Green [aut] , Eliana Lima [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports dplyr, bigstep, rsample, tibble, purrr, tidyr, stringr, ggplot2, broom, caret, glmnet, ncvreg

Suggests rmarkdown, knitr, testthat, markdown


See at CRAN