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researcher

M. Davidian

13 papers hereh-index 5414.8k citations226 works total

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

author position
  • middle author4
  • last author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • math.ST1
  • stat.AP1
same name
  • M. Davidian — 1 paper, h 4

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
20082025
most citedQ- and A-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

183 citations · 272 across the 13 of their papers we have counts for

collaborators
Showing 2024 · stat.MEShow all

2 papers · 2 filters

stat.ME2024

A Generalized Logrank-type Test for Comparison of Treatment Regimes in Sequential Multiple Assignment Randomized Trials

Anastasios A. Tsiatis, Marie Davidian

The sequential multiple assignment randomized trial (SMART) is the ideal study design for the evaluation of multistage treatment regimes, which comprise sequential decision rules t…

stat.ME2024

Adaptive Randomization Methods for Sequential Multiple Assignment Randomized Trials (SMARTs) via Thompson Sampling

Peter Norwood, Marie Davidian, Eric Laber

Response-adaptive randomization (RAR) has been studied extensively in conventional, single-stage clinical trials, where it has been shown to yield ethical and statistical benefits,…

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