Design for Optimal Prediction in Simple Linear Regression
简单线性回归中最优预测的实验设计
Allocation of experimental data points is considered in order to provide efficient prediction of the dependent variable in simple linear regression. The region of experimental points is taken such that it need not coincide with the region for prediction where the regression is linear. The allocation which minimizes the maximum variance for a predicted value of the dependent variable is obtained. The allocation of experimental data points which minimizes the average variance…