Generalized polya urn designs with null balance

被引:4
|
作者
Antognini, Alessandro Baldi [1 ]
Giannerini, Simone [1 ]
机构
[1] Dipartimento Sci Stat, Bologna 40126, Italy
关键词
Markov chain; sequential design; generalized Polya urn model; Ehrenfest process;
D O I
10.1239/jap/1189717536
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 this paper we propose a class of sequential urn designs based on generalized Polya urn (GPU) models for balancing the allocations of two treatments in sequential clinical trials. In particular, we consider a GPU model characterized by a 2 x 2 random addition matrix with null balance (i.e. null row sums) and replacement rule depending upon the urn composition. Under this scheme, the urn process has a Markovian structure and can be regarded as a random extension of the classical Ehrenfest model. We establish almost sure convergence and asymptotic normality for the frequency of treatment allocations, and show that in some peculiar cases the asymptotic variance of the design admits a natural representation based on the set of orthogonal polynomials associated with the corresponding Markov process.
引用
收藏
页码:661 / 669
页数:9
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