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researcher

C. Leyrat

6 papers hereh-index 252.9k citations126 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME6
same name
  • C. Leyrat — 20 papers, h 48

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
20162023
most citedMatchThem:: Matching and Weighting after Multiple Imputation

126 citations · 155 across the 6 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.ME2016★ 2 cited

Propensity score analysis with partially observed confounders: how should multiple imputation be used?

Clemence Leyrat, Shaun R. Seaman, Ian R. White +6

Inverse probability of treatment weighting (IPTW) is a popular propensity score (PS)-based approach to estimate causal effects in observational studies at risk of confounding bias.…

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