Package: stabiliser 1.0.7

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>.

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

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Bug tracker:https://github.com/roberthyde/stabiliser/issues

On CRAN:

7 exports 0.93 score 133 dependencies 4 scripts 193 downloads

Last updated 7 months agofrom:3631e28842. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:simulate_datasimulate_data_resimulate_selection_biasstab_plotstabilisestabilise_retriangulate

Dependencies:backportsbase64encBHbiglmbigmemorybigmemory.sribigstepbootbroombslibcachemcaretcheckmateclasscliclockclustercodetoolscolorspacecpp11data.tableDBIdiagramdigestdplyre1071evaluateexpssfansifarverfastmapfontawesomeforeachforeignFormulafsfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergridExtragtablehardhathighrHmischtmlTablehtmltoolshtmlwidgetsipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlme4lmerTestlubridatemaditrmagrittrMASSMatrixmatrixStatsmemoisemgcvmimeminqaModelMetricsmunsellncvregnlmenloptrnnetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppEigenrecipesreshape2rlangrmarkdownrpartrsamplerstudioapisassscalesshapesliderspeedglmSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetinytextzdbutf8uuidvctrsviridisviridisLitewarpwithrxfunyaml