Package: RegrCoeffsExplorer
Title: Efficient Visualization of Regression Coefficients for lm(),
        glm(), and glmnet() Objects
Version: 1.1.0
Imports: dplyr, ggpubr, gridExtra, glmnet, ggplot2, magrittr,
        grDevices, rlang, stats
Authors@R: c(
              person("Vadim", "Tyuryaev", ,"vadim.tyuryaev@gmail.com", 
                      role = c("aut", "cre"), 
                      comment = c(ORCID = "0009-0008-1361-6265")),
              person("Aleksandr", "Tsybakin", , "tsybakin@yorku.ca", 
                      role = c("aut")),
              person("Jane", "Heffernan", , "jmheffer@yorku.ca", 
                      role = c("aut")),
              person("Hanna", "Jankowski", , "hkj@yorku.ca", 
                      role = c("aut")),
              person("Kevin", "McGregor", , "kevinmcg@yorku.ca", 
                      role = c("aut"))
           )
Description: The visualization tool offers a nuanced understanding of
        regression dynamics, going beyond traditional per-unit
        interpretation of continuous variables versus categorical ones.
        It highlights the impact of unit changes as well as larger
        shifts like interquartile changes, acknowledging the
        distribution of empirical data. Furthermore, it generates
        visualizations depicting alterations in Odds Ratios for
        predictors across minimum, first quartile, median, third
        quartile, and maximum values, aiding in comprehending
        predictor-outcome interplay within empirical data
        distributions, particularly in logistic regression frameworks.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Suggests: faraway, knitr, MASS, psych, rmarkdown, selectiveInference,
        survival
VignetteBuilder: knitr
URL: https://vadimtyuryaev.github.io/RegrCoeffsExplorer/
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://vadimtyuryaev.r-universe.dev
Date/Publication: 2025-01-14 06:40:57 UTC
RemoteUrl: https://github.com/vadimtyuryaev/regrcoeffsexplorer
RemoteRef: HEAD
RemoteSha: abb7725609c6e981c365e252e52d131e9c65eaf3
NeedsCompilation: no
Packaged: 2026-10-04 08:53:20 UTC; root
Author: Vadim Tyuryaev [aut, cre] (ORCID:
    <https://orcid.org/0009-0008-1361-6265>),
  Aleksandr Tsybakin [aut],
  Jane Heffernan [aut],
  Hanna Jankowski [aut],
  Kevin McGregor [aut]
Maintainer: Vadim Tyuryaev <vadim.tyuryaev@gmail.com>