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stat.ME2026
Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements
Naoki Egami, Sooahn Shin
An increasing number of scholars use AI to measure variables they subsequently include in downstream analyses. Although AI-measured variables are often analyzed as if observed with…
stat.AP2026
Triage Score: A Counterfactual Risk Assessment Instrument
Kosuke Imai, Sooahn Shin, D. James Greiner +1
Risk assessment instruments, also known as "risk scores," are widely used in high-stakes decision-making settings such as medicine and the criminal justice system. A risk score pre…