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David Cheng

4 papers hereh-index 8257 citations20 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • stat.AP1
same name
  • David Cheng — 1 paper, h 10

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
20172021
most citedRobust and Efficient Semi-Supervised Estimation of Average Treatment Effects with Application to Electronic Health Records Data

28 citations · 57 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ME2021★ 9 cited

Adaptive Combination of Randomized and Observational Data

David Cheng, Tianxi Cai

Data from both a randomized trial and an observational study are sometimes simultaneously available for evaluating the effect of an intervention. The randomized data typically allo…

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