Package: rwa
Type: Package
Title: Perform a Relative Weights Analysis
Version: 1.0.1
Authors@R: person(given = "Martin",
                  family = "Chan",
                  role = c("aut", "cre"),
                  email = "martinchan53@gmail.com")
Description: Perform a Relative Weights Analysis (RWA) (a.k.a. Key
        Drivers Analysis) as per the method described in Tonidandel &
        LeBreton (2015) <DOI:10.1007/s10869-014-9351-z>, with its
        original roots in Johnson (2000)
        <DOI:10.1207/S15327906MBR3501_1>. In essence, RWA decomposes
        the total variance predicted in a regression model into weights
        that accurately reflect the proportional contribution of the
        predictor variables, which addresses the issue of
        multi-collinearity. In typical scenarios, RWA returns similar
        results to Shapley regression, but with a significant advantage
        on computational performance.
License: GPL-3
Encoding: UTF-8
URL: https://martinctc.github.io/rwa/, https://github.com/martinctc/rwa
BugReports: https://github.com/martinctc/rwa/issues
Roxygen: list(markdown = TRUE)
Depends: R (>= 4.1.0)
Imports: dplyr, magrittr, stats, tidyr, ggplot2, boot, purrr, utils
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), rlang, spelling
VignetteBuilder: knitr
Config/testthat/edition: 3
Language: en-US
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libicu-dev
Repository: https://martinctc.r-universe.dev
Date/Publication: 2026-09-29 09:00:53 UTC
RemoteUrl: https://github.com/martinctc/rwa
RemoteRef: HEAD
RemoteSha: cb869cfea937c5f9fb3e2a5f09c783ced755f453
NeedsCompilation: no
Packaged: 2026-09-29 09:17:23 UTC; root
Author: Martin Chan [aut, cre]
Maintainer: Martin Chan <martinchan53@gmail.com>