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researcher

G. Imbens

61 papers hereh-index 8966.6k citations313 works total

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

author position
  • sole author2
  • first author8
  • middle author27
  • last author23

Across the 60 of 61 papers where every author was matched, so the position is known.

fields
  • stat.ME29
  • econ.EM22
  • stat.ML4
  • cs.LG2
  • math.ST2
  • hep-th1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedRecursive Partitioning for Heterogeneous Causal Effects

1.6k citations · 2.1k across the 53 of their papers we have counts for

collaborators
Showing 2015 · stat.MEShow all

1 paper · 2 filters

stat.ME2015★ 131 cited

Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments

Shu Yang, Guido W. Imbens, Zhanglin Cui +2

In this paper, we develop new methods for estimating average treatment effects in observational studies, focusing on settings with more than two treatment levels under unconfounded…

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