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DisImpact: Calculates Disproportionate Impact When Binary Success Data are Disaggregated by Subgroups

Implements methods for calculating disproportionate impact: the percentage point gap, proportionality index, and the 80% index. California Community Colleges Chancellor's Office (2017). Percentage Point Gap Method. <https://www.cccco.edu/-/media/CCCCO-Website/About-Us/Divisions/Digital-Innovation-and-Infrastructure/Research/Files/PercentagePointGapMethod2017.ashx>. California Community Colleges Chancellor's Office (2014). Guidelines for Measuring Disproportionate Impact in Equity Plans. <https://www.cccco.edu/-/media/CCCCO-Website/Files/DII/guidelines-for-measuring-disproportionate-impact-in-equity-plans-tfa-ada.pdf>.

Version: 0.0.21
Depends: R (≥ 3.4.0)
Imports: dplyr (≥ 0.8.5), rlang, tidyselect, purrr, tidyr, parallel, fst, DBI, duckdb (≥ 0.5.0), glue, stringr, data.table (≥ 1.14.2), collapse, sets
Suggests: knitr, rmarkdown, markdown, prettydoc, ggplot2, forcats, scales, tinytest
Published: 2022-10-10
DOI: 10.32614/CRAN.package.DisImpact
Author: Vinh Nguyen [aut, cre]
Maintainer: Vinh Nguyen <nguyenvq714 at gmail.com>
BugReports: https://github.com/vinhdizzo/DisImpact/issues
License: GPL-3
URL: https://github.com/vinhdizzo/DisImpact
NeedsCompilation: no
Materials: README NEWS
CRAN checks: DisImpact results

Documentation:

Reference manual: DisImpact.pdf
Vignettes: Disproportionate Impact (DI) Calculations on Long, Summarized Data Sets
Example: Intersectionality
Example: Multi-Ethnicity Categorization
Scaling Disproportionate Impact (DI) Calculations
DisImpact Tutorial

Downloads:

Package source: DisImpact_0.0.21.tar.gz
Windows binaries: r-devel: DisImpact_0.0.21.zip, r-release: DisImpact_0.0.21.zip, r-oldrel: DisImpact_0.0.21.zip
macOS binaries: r-release (arm64): DisImpact_0.0.21.tgz, r-oldrel (arm64): DisImpact_0.0.21.tgz, r-release (x86_64): DisImpact_0.0.21.tgz, r-oldrel (x86_64): DisImpact_0.0.21.tgz
Old sources: DisImpact archive

Reverse dependencies:

Reverse imports: IRexamples

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DisImpact to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.