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researcher

Justin Grimmer

2 papers hereh-index 256.8k citations93 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedNaïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding

8 citations · 8 across the 1 of their papers we have counts for

collaborators

2 papers

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, Z, in observational settings with multiple treatments, A, is wides…

stat.ML2018

How to Make Causal Inferences Using Texts

Naoki Egami, Christian J. Fong, Justin Grimmer +2

New text as data techniques offer a great promise: the ability to inductively discover measures that are useful for testing social science theories of interest from large collectio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.