Victor Chernozhukov

2 articles on SOTA Papers

Debiased Ridge Estimates Causal Effects in Panel Data

Individual ridge regressions approximate nonseparable potential outcomes while reducing shrinkage bias in large-T panels with many price controls.

Aug 1, 20265 min2607.28291

Bias-Corrected LLM Choices Improve Economic Inference

AEM learns a correction from small human samples, matching a regional experiment’s -60 bps effect with -65±10 bps on hold-out regions.

Jul 28, 20265 min2510.25743