Package: StepRegShiny
Version: 1.6.1
Title: Graphical User Interface for 'StepReg'
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: 2025-10-22
Description: A web-based 'shiny' interface for the 'StepReg' package
        enables stepwise regression analysis across linear, generalized
        linear (including logistic, Poisson, Gamma, and negative
        binomial), and Cox models. It supports forward, backward,
        bidirectional, and best-subset selection under a range of
        criteria. The package also supports stepwise regression to
        multivariate settings, allowing multiple dependent variables to
        be modeled simultaneously. Users can explore and combine
        multiple selection strategies and criteria to optimize model
        selection. For enhanced robustness, the package offers optional
        randomized forward selection to reduce overfitting, and a
        data-splitting workflow for more reliable post-selection
        inference. Additional features include logging and
        visualization of the selection process, as well as the ability
        to export results in common formats.
License: MIT + file LICENSE
BugReports: https://github.com/JunhuiLi1017/StepRegShiny/issues
VignetteBuilder: knitr
Suggests: knitr, testthat, BiocStyle, survival
Imports: StepReg, shiny, DT, shinythemes, shinycssloaders, dplyr,
        ggplot2, stringr, flextable, cowplot, ggcorrplot, tidyr,
        summarytools, rmarkdown
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: no
Config/pak/sysreqs: libcairo2-dev cmake libfontconfig1-dev
        libfreetype6-dev libfribidi-dev make libharfbuzz-dev
        libmagick++-dev gsfonts libicu-dev libjpeg-dev libpng-dev
        libtiff-dev libuv1-dev libwebp-dev libxml2-dev libssl-dev
        zlib1g-dev
Repository: https://junhuili1017.r-universe.dev
Date/Publication: 2025-10-30 05:02:06 UTC
RemoteUrl: https://github.com/junhuili1017/stepregshiny
RemoteRef: HEAD
RemoteSha: f90187b0329bb12ba1b06e19a8dab1d4a41f59fb
Packaged: 2026-06-22 11:28:53 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>