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  "Version": "2.0.0",
  "Title": "Data Science Looks at Discrimination",
  "Authors@R": "c( person(\"Norm\", \"Matloff\", email = \"nsmatloff@ucdavis.edu\",\nrole = c(\"aut\"), comment = c(ORCID = \"0000-0001-9179-6785\")),\nperson(\"Taha\", \"Abdullah\", email = \"tmabdullah@ucdavis.edu\",\nrole = c(\"aut\")),\nperson(\"Arjun\", \"Ashok\", email = \"arjashok@ucdavis.edu\",\nrole = c(\"aut\")),\nperson(\"Shubhada\", \"Martha\", email = \"smartha@ucdavis.edu\",\nrole = c(\"aut\")),\nperson(\"Aditya\", \"Mittal\", email = \"mittalaa@uci.edu\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Billy\", \"Ouattara\", email = \"btouattara@ucdavis.edu\",\nrole = c(\"aut\")),\nperson(\"Jonathan\", \"Tran\", email = \"jsttran@ucdavis.edu\",\nrole = c(\"aut\")),\nperson(\"Brandon\", \"Zarate Estrada\", email = \"bdzarate@ucdavis.edu\",\nrole = c(\"aut\"))\n)",
  "Maintainer": "Aditya Mittal <mittalaa@uci.edu>",
  "VignetteBuilder": "knitr",
  "License": "GPL (>= 2)",
  "Description": "Statistical and graphical tools for exploring group\ndifferences and possible discrimination related to sensitive\nattributes such as race, gender, and age. Includes adjusted\ngroup comparisons, matching, distribution plots, and prediction\nmethods that constrain sensitive-attribute influence or\ndeweight selected predictors. Cross-validation supports\ncomparison of prediction error and sensitive-attribute\nassociations. Methods and teaching examples are described by\nMittal et al. (2025) <doi:10.48550/arXiv.2411.04228>.\nInterfaces to the R implementation are also available for\n'Python'.",
  "URL": "https://github.com/matloff/dsld",
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  "Repository": "https://matloff.r-universe.dev",
  "Date/Publication": "2026-10-26 19:16:12 UTC",
  "RemoteUrl": "https://github.com/matloff/dsld",
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  "Author": "Norm Matloff [aut] (ORCID: <https://orcid.org/0000-0001-9179-6785>),\nTaha Abdullah [aut],\nArjun Ashok [aut],\nShubhada Martha [aut],\nAditya Mittal [aut, cre],\nBilly Ouattara [aut],\nJonathan Tran [aut],\nBrandon Zarate Estrada [aut]",
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  "_created": "2026-10-26T19:36:09.000Z",
  "_published": "2026-10-26T19:53:45.936Z",
  "_upstream": "https://github.com/matloff/dsld",
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