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researcher

Guido W. Imbens

8 papers here

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

author position
  • sole author2
  • first author1
  • middle author2
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • econ.EM2
  • stat.ML1
ORCID 0000-0002-4846-7326

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedInstrumental Variables: An Econometrician's Perspective

37 citations · 81 across the 8 of their papers we have counts for

collaborators

4 papers

econ.EM2021★ 6 cited

Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations

Xinkun Nie, Guido Imbens, Stefan Wager

The ability to generalize experimental results from randomized control trials (RCTs) across locations is crucial for informing policy decisions in targeted regions. Such generaliza…

stat.ME2016★ 23 cited

Peer Encouragement Designs in Causal Inference with Partial Interference and Identification of Local Average Network Effects

Hyunseung Kang, Guido Imbens

In non-network settings, encouragement designs have been widely used to analyze causal effects of a treatment, policy, or intervention on an outcome of interest when randomizing th…

stat.ME2014★ 7 cited

Rejoinder of "Instrumental Variables: An Econometrician's Perspective"

Guido Imbens

Rejoinder of "Instrumental Variables: An Econometrician's Perspective" by Guido W. Imbens [arXiv:1410.0163].

stat.ME2014★ 37 cited

Instrumental Variables: An Econometrician's Perspective

Guido W. Imbens

I review recent work in the statistics literature on instrumental variables methods from an econometrics perspective. I discuss some of the older, economic, applications including…

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