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researcher

David C. Benkeser

14 papers hereh-index 213.2k citations74 works total

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

author position
  • first author3
  • middle author5
  • last author4

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • cs.LG1
  • math.ST1
  • stat.AP1
  • stat.ML1
same name
  • David C. Benkeser — 2 papers, h 2

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
20182024
most citedEfficient estimation of modified treatment policy effects based on the generalized propensity score

4 citations · 7 across the 8 of their papers we have counts for

collaborators
Showing 2019 · stat.MEShow all

1 paper · 2 filters

stat.ME2019

A nonparametric super-efficient estimator of the average treatment effect

David Benkeser, Weixin Cai, Mark J van der Laan

Doubly robust estimators of causal effects are a popular means of estimating causal effects. Such estimators combine an estimate of the conditional mean of the outcome given treatm…

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