3 papers
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…
stat.AP2018
Twists and Turns in the US-North Korea Dialogue: Key Figure Dynamic Network Analysis using News Articles
Sooahn Shin, Hyein Yang, Jong Hee Park
In this paper, we present a method for analyzing a dynamic network of key figures in the U.S.-North Korea relations during the first two quarters of 2018. Our method constructs key…