Linear Bayes Estimators of the Potency Curve in Bioassay
假设效力曲线的先验分布为Ferguson的Dirichlet分布,在平方误差损失下推导了由数据生成的线性空间中的贝叶斯估计量,并给出了数值例子和渐近结果。
The prior distribution on the class of potency curves in quantal bioassay is assumed to be Ferguson's Dirichlet distribution. Given integrated squared error loss and quantal response data, we derive the Bayes estimator in a linear space generated by the data. Some numerical examples and asymptotic results are also given.