SEQUENTIAL EMPIRICAL BAYESIAN DESIGN FOR SENSITIVITY EXPERIMENTS

• Published in: Journal of systems science and complexity Vol. 24; no. 5; pp. 955 - 968
• Main Authors: Tian, Yubin, Fang, Yongfei, Wang, Dianpeng
• Format: Journal Article
• Language: English
• Published: Beijing Academy of Mathematics and Systems Science, Chinese Academy of Sciences 01.10.2011
• Subjects: Complex Systems; Control; Mathematics; Mathematics and Statistics; Mathematics of Computing; Operations Research/Decision Theory; Statistics; Systems Theory; 分位数; 初始设计; 响应曲线; 序贯; 敏感性试验; 测试数据; 知识信息; 贝叶斯; sequential design; extreme quantiles; Bayesian strategy; bootstrap principle

Maximum likelihood recursions were used by Wu （1985） to estimate extreme quantiles of a quantal response curve. For certain choices of initial designs, Wu＇s method performs well. In many fields of application, there often exist some different initial designs which are known as the up-and- down desig...