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researcher

R. Gutman

10 papers hereh-index 231.7k citations115 works total

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

author position
  • first author1
  • last author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ME9
  • stat.CO1
same name
  • R. Gutman — 4 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedEstimation of causal effects with multiple treatments: a review and new ideas

157 citations · 173 across the 8 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ME2017★ 157 cited

Estimation of causal effects with multiple treatments: a review and new ideas

Michael J Lopez, Roee Gutman

The propensity score is a common tool for estimating the causal effect of a binary treatment in observational data. In this setting, matching, subclassification, imputation, or inv…

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