Package: dsld
Version: 2.0.0
Title: Data Science Looks at Discrimination
Authors@R: c( person("Norm", "Matloff", email = "nsmatloff@ucdavis.edu",
   role = c("aut"), comment = c(ORCID = "0000-0001-9179-6785")),
   person("Taha", "Abdullah", email = "tmabdullah@ucdavis.edu",
   role = c("aut")),
   person("Arjun", "Ashok", email = "arjashok@ucdavis.edu",
   role = c("aut")),
   person("Shubhada", "Martha", email = "smartha@ucdavis.edu",
   role = c("aut")),
   person("Aditya", "Mittal", email = "mittalaa@uci.edu",
   role = c("aut", "cre")),
   person("Billy", "Ouattara", email = "btouattara@ucdavis.edu",
   role = c("aut")),
   person("Jonathan", "Tran", email = "jsttran@ucdavis.edu",
   role = c("aut")),
   person("Brandon", "Zarate Estrada", email = "bdzarate@ucdavis.edu",
   role = c("aut"))
   )
Maintainer: Aditya Mittal <mittalaa@uci.edu>
VignetteBuilder: knitr
Imports: Kendall, ranger, ggplot2, plotly, freqparcoord, sandwich
Depends: R (>= 3.5.0), fairml, gtools, regtools, qeML, rmarkdown
Suggests: knitr, bnlearn, Matching, randomForest, cccp, CVXR
License: GPL (>= 2)
Description: Statistical and graphical tools for exploring group
        differences and possible discrimination related to sensitive
        attributes such as race, gender, and age. Includes adjusted
        group comparisons, matching, distribution plots, and prediction
        methods that constrain sensitive-attribute influence or
        deweight selected predictors. Cross-validation supports
        comparison of prediction error and sensitive-attribute
        associations. Methods and teaching examples are described by
        Mittal et al. (2025) <doi:10.48550/arXiv.2411.04228>.
        Interfaces to the R implementation are also available for
        'Python'.
URL: https://github.com/matloff/dsld
BugReports: https://github.com/matloff/dsld/issues
Config/pak/sysreqs: cmake libgmp3-dev make libicu-dev libuv1-dev
        libxml2-dev libssl-dev
Repository: https://matloff.r-universe.dev
Date/Publication: 2026-10-26 19:16:12 UTC
RemoteUrl: https://github.com/matloff/dsld
RemoteRef: HEAD
RemoteSha: e8945c801fd6d3be243d68c01d9d7eaa8569c7be
NeedsCompilation: no
Packaged: 2026-10-26 19:36:09 UTC; root
Author: Norm Matloff [aut] (ORCID: <https://orcid.org/0000-0001-9179-6785>),
  Taha Abdullah [aut],
  Arjun Ashok [aut],
  Shubhada Martha [aut],
  Aditya Mittal [aut, cre],
  Billy Ouattara [aut],
  Jonathan Tran [aut],
  Brandon Zarate Estrada [aut]