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Multi-arm response-adaptive designs for circular responses

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Abstract A multi-arm response-adaptive allocation design is developed for circular treatment outcomes. Several exact and asymptotic properties of the design are studied. Stage-wise treatment selection procedures based on the proposed… Click to show full abstract

Abstract A multi-arm response-adaptive allocation design is developed for circular treatment outcomes. Several exact and asymptotic properties of the design are studied. Stage-wise treatment selection procedures based on the proposed response-adaptive design are also suggested to exclude the worse performing treatment(s) at earlier stages. Detailed simulation study is carried out to evaluate the proposed selection procedures. The applicability of the proposed methodologies is illustrated through a real clinical trial data on cataract surgery.

Keywords: response; designs circular; response adaptive; arm response; adaptive designs; multi arm

Journal Title: Journal of The Korean Statistical Society
Year Published: 2019

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