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], Kate Lewis [aut], Martin Green [aut]

stabiliser_1.0.7.tar.gz
stabiliser_1.0.7.zip(r-4.7-any)stabiliser_1.0.7.zip(r-4.6-any)stabiliser_1.0.7.zip(r-4.5-any)
stabiliser_1.0.7.tgz(r-4.6-any)stabiliser_1.0.7.tgz(r-4.5-any)
stabiliser_1.0.7.tar.gz(r-4.7-any)stabiliser_1.0.7.tar.gz(r-4.6-any)
stabiliser_1.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
stabiliser/json (API)

# 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:

4.70 score 5 scripts 379 downloads 9 exports 134 dependencies

Last updated from:ab3922b646. Checks:9 OK. Indexed: yes.

Target	Result	Time	Files	Syslog
linux-devel	OK	213
source / vignettes	OK	325
linux-release	OK	194
macos-release	OK	242
macos-oldrel	OK	228
windows-devel	OK	178
windows-release	OK	159
windows-oldrel	OK	116
wasm-release	OK	147

Exports:simulate_data simulate_data_re simulate_glmer_re_data simulate_selection_bias stab_plot stabilise stabilise_re stabilise_re_glmer 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 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 mime minqa ModelMetrics ncvreg nlme nloptr nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R.methodsS3 R.oo R.utils R6 rappdirs rbibutils RColorBrewer Rcpp RcppEigen Rdpack recipes reformulas reshape2 rlang rmarkdown rpart rsample rstudioapi S7 sass scales shape slider sparsevctrs speedglm SQUAREM stringi stringr survival tibble tidyr tidyselect timechange timeDate tinytex tzdb utf8 uuid vctrs viridisLite warp withr xfun yaml

Installation | Usage | stabilise() | triangulate() | stab_plot() | References

Rendered fromstabiliser.Rmdusingknitr::knitr

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_data_re_glmer	simulate_data_re_glmer simulate_glmer_re_data
simulate_selection_bias	simulate_selection_bias
stab_plot	stab_plot
stabilise	stabilise
stabilise_re	stabilise_re
stabilise_re_glmer	stabilise_re_glmer
stabiliser_example	stabiliser_example
triangulate	triangulate

Usage by other packages (reverse dependencies)