Package: StepReg
Version: 1.6.6
Title: Stepwise Regression Analysis
Authors@R: c(
    person("Junhui", "Li", , "junhui.li11@umassmed.edu", role = c("cre"),
           comment = c(ORCID = "0000-0003-3973-1700")),
    person("Junhui", "Li", , "junhui.li11@umassmed.edu", role = c("aut")),
    person("Kai", "Hu", , "kai.hu@umassmed.edu", role = c("aut")),
    person("Xiaohuan", "Lu", , role = c("aut")),
    person("Sushmita", "N Nayak", , role = c("ctb")),
    person("Cesar", "Bautista Sotelo", , role = c("ctb")),
    person("Michael", "A Lodato", , role = c("ctb")),
    person("Wenxin", "Liu", , role = c("aut")),
    person("Lihua", "Julie Zhu", , role = c("aut"))
  )
Date: 2026-06-03
Description: Stepwise regression is a statistical technique used for
        model selection. This package streamlines stepwise regression
        analysis by supporting multiple regression types(linear, Cox,
        logistic, Poisson, Gamma, and negative binomial), incorporating
        popular selection strategies(forward, backward, bidirectional,
        and subset), and offering essential metrics. It enables users
        to apply multiple selection strategies and metrics in a single
        function call, visualize variable selection processes, and
        export results in various formats. StepReg offers a
        data-splitting option to address potential issues with invalid
        statistical inference and a randomized forward selection option
        to avoid overfitting. We validated StepReg's accuracy using
        public datasets within the SAS software environment. For an
        interactive web interface, users can install the companion
        'StepRegShiny' package.
License: MIT + file LICENSE
BugReports: https://github.com/JunhuiLi1017/StepReg/issues
VignetteBuilder: knitr
Suggests: knitr, testthat, BiocStyle, kableExtra, cowplot, rmarkdown
Imports: ggplot2, ggrepel, MASS, survival, flextable, pROC, survAUC
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: no
Config/pak/sysreqs: libcairo2-dev cmake libfontconfig1-dev
        libfreetype6-dev libfribidi-dev make libharfbuzz-dev libicu-dev
        libjpeg-dev libpng-dev libtiff-dev libuv1-dev libwebp-dev
        libxml2-dev libssl-dev
Repository: https://junhuili1017.r-universe.dev
Date/Publication: 2026-06-04 01:38:53 UTC
RemoteUrl: https://github.com/junhuili1017/stepreg
RemoteRef: HEAD
RemoteSha: a5a9867d8911aa0226cf9fdffa0d1664eb8245eb
Packaged: 2026-06-04 03:07:57 UTC; root
Author: Junhui Li [cre] (ORCID: <https://orcid.org/0000-0003-3973-1700>),
  Junhui Li [aut],
  Kai Hu [aut],
  Xiaohuan Lu [aut],
  Sushmita N Nayak [ctb],
  Cesar Bautista Sotelo [ctb],
  Michael A Lodato [ctb],
  Wenxin Liu [aut],
  Lihua Julie Zhu [aut]
Maintainer: Junhui Li <junhui.li11@umassmed.edu>