336 citations · 466 across the 9 of their papers we have counts for
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stat.ME2023★ 24 cited
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
Naoki Egami, Musashi Hinck, Brandon M. Stewart +1
In computational social science (CSS), researchers analyze documents to explain social and political phenomena. In most scenarios, CSS researchers first obtain labels for documents…
stat.ME2020★ 8 cited
Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding
Justin Grimmer, Dean Knox, Brandon M. Stewart
The empirical practice of using factor models to adjust for shared, unobserved confounders, , in observational settings with multiple treatments, , is wides…