Skip to content

R package for calculating Disproportionate Impact for disaggregated data

Notifications You must be signed in to change notification settings

vinhdizzo/DisImpact

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

README

The DisImpact R package contains functions that help in determining Disproportionate Impact (DI) based on the following methodologies:

  1. Percentage Point Gap (PPG) method,
  2. Proportionality Index method (method #1 in reference), and
  3. 80% Index (method #2 in reference).

Install Package

# From CRAN
install.packages('DisImpact')

# From github (Development)
devtools::install_github('vinhdizzo/DisImpact')

Vignettes and Tutorials

The DisImpact package offers several vignettes/tutorials to get the user familiar with the package and methods provided:

  1. Package tutorial.
  2. Scaling DI calculations across a variety of scenarios.
  3. Multi-Ethnicity Categorization and how to analyze such data with DisImpact.
  4. Intersectionality and how to perform such analysis with DisImpact.
  5. DI Calculations on long, summarized data sets using the di_iterate_on_long function.

About

R package for calculating Disproportionate Impact for disaggregated data

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages