指数回归模型下的渐近局部D-最优设计

Asymptotically Local D-optimal Design in Exponential Regression Model

介绍了指数回归模型,讨论了渐近局部D-最优设计,在D-最优准则下导出了最优设计试验点的求解方程,并使用Monte-Carlo方法构造随机试验点的样本,通过代入大量随机点试验的方法,模拟得到D-准则下的渐近最优设计.

This paper introduced the exponential regression model,discussed the asymptotic local D-optimal design,derived the solving equations of design of experiment of point in the D-optimal criterion,and using the method of Monte-Carlo to constructing a random sample test point,take a large number of random point into test method of substitution,get the asymptotically optimal design under D-criterion by simulation.