圆域上的二元二次多项式回归模型的D-最优设计
D-Optimal Design for Duality Quadratic Polynomial Regression Models in Circle Region
摘要: 对圆域上的二元二次多项式回归模型在遵循设计点“对称 + 均匀”的前提下,给出并证明其特定的内接正方形的顶点和圆心组成的饱和设计是D-最优设计,并给出了相应设计的最小二乘估计,是把最优设计理论应用到多元多项式回归模型的又一有益的尝试。
Abstract: For duality quadratic polynomial regression models in circle region, D-op designs were given and proved according to the criterion “Symmetry + Uniform” with four vertexes of special square and central angle in Circle, and the least squares estimates were given, It is a very useful attempt to apply optimal design theory to polynomial regression models.
文章引用:孔庆海. 圆域上的二元二次多项式回归模型的D-最优设计[J]. 应用数学进展, 2019, 8(7): 1239-1242. https://doi.org/10.12677/AAM.2019.87143

参考文献

[1] Silvey, S.D. (1980) Optimal Design. Chapman and Hall, London, 11-13, 52-53.
[2] 关颖男. 最优回归设计[J]. 数理统计与应用概率, 1987, 2(4): 477-492.
[3] 朱伟勇, 段晓东. D-最优设计的对称性及其对称构造法[J]. 应用数学学报, 1991, 14(3): 360-367.
[4] Wang, Y. and Fang, K. (1996) Uniform Design of Experiments with Mixtures. Science in China, Ser. A, No. 3, 42-53.
[5] 茆诗松, 丁元, 周纪芗, 吕乃刚. 回归分析及其试验设计[M]. 上海: 华东师范大学出版社, 1981: 297-302.