Doubly adaptive biased coin designs with delayed responses

被引:34
|
作者
Hu, Feifang [1 ]
Zhang, Li-Xin [2 ]
Cheung, Siu H. [3 ,4 ]
Chan, Wai S. [5 ]
机构
[1] Univ Virginia, Dept Stat, Charlottesville, VA 22904 USA
[2] Zhejiang Univ, Dept Math, Hangzhou 310028, Peoples R China
[3] Chinese Univ Hong Kong, Dept Stat, Shatin, Hong Kong, Peoples R China
[4] Natl Cheng Kung Univ, Dept Stat, Tainan 70101, Taiwan
[5] Chinese Univ Hong Kong, Dept Finance, Shatin, Hong Kong, Peoples R China
基金
美国国家科学基金会;
关键词
Adaptive design; asymptotic normality; biased coin design; clinical trial; response-adaptive design; strong consistency; variance estimation;
D O I
10.1002/cjs.5550360404
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In clinical studies, patients are usually accrued sequentially. Response-adaptive designs are then useful tools for assigning treatments to incoming patients as a function of the treatment responses observed thus far. In this regard, doubly adaptive biased coin designs have advantageous properties under the assumption that their responses can be obtained immediately after testing. However, it is a common occurrence that responses are observed only after a certain period of time. The authors examine the effect of delayed responses on doubly adaptive biased coin designs and derive some of their asymptotic properties. It turns out that these designs are relatively insensitive to delayed responses under widely satisfied conditions. This is illustrated with a simulation study.
引用
收藏
页码:541 / 559
页数:19
相关论文
共 50 条