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Predictive-policing disparity audit (port of morie.fairness.predpol)

Source: R/fairness_predpol.R
morie_fairness_predpol.Rd

Three callables that mirror the SciencesPo Predictive-Policing-Chicago analysis, city-agnostically:

Details

  • morie_fairness_predpol_aggregate_areas: per-record to per-area roll-up.

  • morie_fairness_predpol_calibration_audit: Spearman correlation between predicted risk rank and realised outcome rank, plus per-group rank-gap analysis.

  • morie_fairness_predpol_score_disparity: descriptive score-by-group summary with one-way ANOVA.