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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 2019 · stat.APShow all

1 paper · 2 filters

stat.AP2019★ 5 cited

The Statistical Performance of Matching-Adjusted Indirect Comparisons

David Cheng, Rajeev Ayyagari, James Signorovitch

Indirect comparisons of treatment-specific outcomes across separate studies often inform decision-making in the absence of head-to-head randomized comparisons. Differences in basel…

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