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
NeedsCompilation: no
Packaged: 2026-10-24 07:10:16 UTC; adityamittal
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]
Repository: CRAN
Date/Publication: 2026-10-25 14:40:13 UTC
