Statistical Auditing, Drift Monitoring and Governance Reporting for AI Decision Systems

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Documentation for package ‘AIGovernance’ version 0.2.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

aigov_adverse_impact	EEOC Adverse Impact Analysis (4/5ths Rule)
aigov_audit_nist	NIST AI Risk Management Framework (AI RMF 1.0) Audit
aigov_audit_nyc	NYC Local Law 144 Bias Audit Module
aigov_build	Build an AIGovernance audit object
aigov_checklist	Display Governance Checklist for a Framework
aigov_classify	Classify AI System Risk Level
aigov_drift	Audit Decision Drift Between Two Periods
aigov_monitor	Monitor Decision Drift Across Several Periods
aigov_report	Generate an AI Governance Audit Report
aigov_scope	Determine Applicable Governance Frameworks
aigov_simulate_drift	Simulate Decision Data With Known Drift Mechanisms
hiring_panel	Simulated Multi-Period Hiring Decisions With Known Drift
hiring_sim	Simulated Employment Screening Dataset