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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stabiliser.pdf |stabiliser.html✨
stabiliser/json (API)
NEWS

# Install 'stabiliser' in R:

install.packages('stabiliser', repos = c('https://roberthyde.r-universe.dev', 'https://cloud.r-project.org'))

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

Datasets:

stabiliser_example - Stabiliser_example

On CRAN:

4.00 score 4 scripts 247 downloads 7 exports 133 dependencies

Last updated 9 months agofrom:3631e28842. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 23 2024
R-4.5-win	NOTE	Nov 23 2024
R-4.5-linux	NOTE	Nov 23 2024
R-4.4-win	NOTE	Nov 23 2024
R-4.4-mac	NOTE	Nov 23 2024
R-4.3-win	NOTE	Oct 24 2024
R-4.3-mac	NOTE	Oct 24 2024

Exports:simulate_data simulate_data_re simulate_selection_bias stab_plot stabilise stabilise_re triangulate

Dependencies:backports base64enc BH biglm bigmemory bigmemory.sri bigstep boot broom bslib cachem caret checkmate class cli clock cluster codetools colorspace cpp11 data.table DBI diagram digest dplyr e1071 evaluate expss fansi farver fastmap fontawesome foreach foreign Formula fs furrr future future.apply generics ggplot2 glmnet globals glue gower gridExtra gtable hardhat highr Hmisc htmlTable htmltools htmlwidgets ipred isoband iterators jquerylib jsonlite KernSmooth knitr labeling lattice lava lifecycle listenv lme4 lmerTest lubridate maditr magrittr MASS Matrix matrixStats memoise mgcv mime minqa ModelMetrics munsell ncvreg nlme nloptr nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R.methodsS3 R.oo R.utils R6 rappdirs RColorBrewer Rcpp RcppEigen recipes reshape2 rlang rmarkdown rpart rsample rstudioapi sass scales shape slider speedglm SQUAREM stringi stringr survival tibble tidyr tidyselect timechange timeDate tinytex tzdb utf8 uuid vctrs viridis viridisLite warp withr xfun yaml

stabiliser

Rendered fromstabiliser.Rmdusingknitr::knitron Nov 23 2024.

Last update: 2021-12-23
Started: 2021-07-22

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
simulate_data	simulate_data
simulate_data_re	simulate_data_re
simulate_selection_bias	simulate_selection_bias
stab_plot	stab_plot
stabilise	stabilise
stabilise_re	stabilise_re
stabiliser_example	stabiliser_example
triangulate	triangulate

Usage by other packages (reverse dependencies)