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) .


Reference manual

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0.1.0 by Robert Hyde, a month ago

Browse source code at

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