most citedEnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference with ML-Generated Variables

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

econ.EM2026★ 2 cited

EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference with ML-Generated Variables

Gordon Burtch, Edward McFowland, Mochen Yang +1

Despite increasing popularity in empirical studies, the integration of machine learning generated variables into regression models for statistical inference suffers from the measur…

cs.LG2025

Robustness is Important: Limitations of LLMs for Data Fitting

Hejia Liu, Mochen Yang, Gediminas Adomavicius

Large Language Models (LLMs) are being applied in a wide array of settings, well beyond the typical language-oriented use cases. In particular, LLMs are increasingly used as a plug…