Package: RegParallel
Type: Package
Title: Standard regression functions in R enabled for parallel
        processing over large data-frames
Version: 1.31.0
Authors@R: c(
    person("Kevin", "Blighe", role = c("aut", "cre"), email = "kevin@clinicalbioinformatics.co.uk"),
    person("Sarega", "Gurudas", role = c("ctb")),
    person("Jessica", "Lasky-Su", role = c("aut")))
Maintainer: Kevin Blighe <kevin@clinicalbioinformatics.co.uk>
Description: In many analyses, a large amount of variables have to be
        tested independently against the trait/endpoint of interest,
        and also adjusted for covariates and confounding factors at the
        same time. The major bottleneck in these is the amount of time
        that it takes to complete these analyses. With RegParallel, a
        large number of tests can be performed simultaneously. On a
        12-core system, 144 variables can be tested simultaneously,
        with 1000s of variables processed in a matter of seconds via
        'nested' parallel processing. Works for logistic regression,
        linear regression, conditional logistic regression, Cox
        proportional hazards and survival models, and Bayesian logistic
        regression. Also caters for generalised linear models that
        utilise survey weights created by the 'survey' CRAN package and
        that utilise 'survey::svyglm'.
License: GPL-3
Depends: doParallel, foreach, parallel, iterators, data.table, stringr,
        survival, arm, stats, utils, methods
Imports:
Suggests: RUnit, BiocGenerics, knitr, DESeq2, airway, magrittr,
        Biobase, GEOquery, biomaRt, survminer, survey, rmarkdown
URL: https://github.com/kevinblighe/RegParallel
biocViews: DiseaseModel
VignetteBuilder: knitr
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://bioc.r-universe.dev
Date/Publication: 2026-04-28 12:32:16 UTC
RemoteUrl: https://github.com/bioc/RegParallel
RemoteRef: HEAD
RemoteSha: 9402c751a8ec7bd07cf14fe8311b0bfcb3aa3689
NeedsCompilation: no
Packaged: 2026-10-10 10:39:50 UTC; root
Author: Kevin Blighe [aut, cre],
  Sarega Gurudas [ctb],
  Jessica Lasky-Su [aut]