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一种用于具有独立删失的生存结局的最优多臂响应自适应设计。

An optimal multiarmed response adaptive design for survival outcome with independent censoring.

作者信息

Das Soumyadeep, Bhattacharya Rahul

机构信息

Department of Statistics, Bidhannagar Government College, Kolkata, India.

Department of Statistics, University of Calcutta, Kolkata, India.

出版信息

Biom J. 2022 Jan;64(1):165-185. doi: 10.1002/bimj.202000089. Epub 2021 Sep 29.

Abstract

Compromising ethics and precision in the context of a multiarmed clinical trial, an optimal order adjusted response adaptive design is proposed for survival outcomes subject to independent random censoring. The operating characteristics of the proposed design and the follow-up inference are studied both theoretically as well as empirically and are compared with those of the competitors. Applicability of the developed design is further illustrated through redesigning a real clinical trial with survival responses.

摘要

在多臂临床试验的背景下,为了在不损害伦理和精确性的前提下,针对受独立随机删失影响的生存结局,提出了一种最优序贯调整响应自适应设计。从理论和实证两方面研究了该设计的操作特性以及后续推断,并与竞争对手的特性进行了比较。通过对一个具有生存响应的真实临床试验进行重新设计,进一步说明了所开发设计的适用性。

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