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researcher

E. Stuart

2 papers hereh-index 7940.9k citations434 works total

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

author position
  • sole author1
  • last author1

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

fields
  • math.ST1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedMatching Methods for Causal Inference: A Review and a Look Forward

5.5k citations · 5.5k across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2010★ 5.5k cited

Matching Methods for Causal Inference: A Review and a Look Forward

Elizabeth A. Stuart

When estimating causal effects using observational data, it is desirable to replicate a randomized experiment as closely as possible by obtaining treated and control groups with si…

math.ST2006★ 68 cited

Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions

Donald B. Rubin, Elizabeth A. Stuart

In observational studies designed to estimate the effects of interventions or exposures, such as cigarette smoking, it is desirable to try to control background differences between…

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