Uncertain hypothesis testing and its application

被引:0
|
作者
Guidong Zhang
Yuxin Shi
Yuhong Sheng
机构
[1] Xinjiang University,College of Mathematics and System Science
来源
Soft Computing | 2023年 / 27卷
关键词
Uncertain statistics; Uncertain differential equations; Uncertain hypothesis testing; Parameter estimation; Interval estimation;
D O I
暂无
中图分类号
学科分类号
摘要
A common method of testing the reasonableness of estimates of unknown parameters in uncertain differential equations is to judge them by the α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha $$\end{document}-path of the differential equation. If all observations fall between the α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha $$\end{document}-paths, the estimates are considered reasonable. This paper introduces uncertain hypothesis testing into uncertain differential equations to test the reasonableness of the estimates, which is another new approach. Further, the concept of interval estimation of unknown parameters for uncertain differential equations is introduced. Some numerical examples are given to verify the feasibility of the method. The uncertain differential equations are also used to model global average temperature data, and the results are satisfactory.
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页码:2357 / 2367
页数:10
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