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Information-regret compromise in covariate-adaptive treatment allocation

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Publication:1687118
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DOI10.1214/16-AOS1518zbMath1421.62152OpenAlexW2767071947MaRDI QIDQ1687118

Luc Pronzato, Asya Metelkina

Publication date: 22 December 2017

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/16-aos1518


zbMATH Keywords

equivalence theoremoptimal designmulti-armed bandit problemtreatment allocationbounded design measure


Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Optimal statistical designs (62K05) Sequential statistical design (62L05)


Related Items (6)

Sequential online subsampling for thinning experimental designs ⋮ A comparison of allocation strategies for optimising clinical trial designs under variance heterogeneity ⋮ Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework ⋮ Kernel regression analysis of tie-breaker designs ⋮ A general characterization of optimal tie-breaker designs ⋮ Response-adaptive randomization in clinical trials: from myths to practical considerations







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