4 papers
Leniency Designs: An Operator's Manual
Paul Goldsmith-Pinkham, Peter Hull, Michal Kolesár
We develop a step-by-step guide to leniency (a.k.a. judge or examiner instrument) designs, drawing on recent econometric literatures. The unbiased jackknife instrumental variables…
Human-AI Collaboration in Radiology: The Case of Pulmonary Embolism
Paul Goldsmith-Pinkham, Chenhao Tan, Alexander K. Zentefis
We study how radiologists use AI to diagnose pulmonary embolism (PE), tracking over 100,000 scans interpreted by nearly 400 radiologists during the staggered rollout of a real-worl…
Causal Inference in Financial Event Studies
Paul Goldsmith-Pinkham, Tianshu Lyu
Financial event studies, ubiquitous in finance research, typically use linear factor models with known factors to estimate abnormal returns and identify causal effects of informati…
Anonymous Attention and Abuse
Florian Ederer, Paul Goldsmith-Pinkham, Kyle Jensen
We analyze the content of the anonymous online discussion forum Economics Job Market Rumors (EJMR) and document its evolving interactions with external information sources. We focu…