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Uncertain hypothesis test with application to uncertain regression analysis
Fuzzy Optimization and Decision Making ( IF 4.7 ) Pub Date : 2021-07-09 , DOI: 10.1007/s10700-021-09365-w
Tingqing Ye 1 , Baoding Liu 1
Affiliation  

This paper first establishes uncertain hypothesis test as a mathematical tool that uses uncertainty theory to help people rationally judge whether some hypotheses are correct or not, according to observed data. As an application, uncertain hypothesis test is employed in uncertain regression analysis to test whether the estimated disturbance term and the fitted regression model are appropriate. In order to illustrate the test process, some numerical examples are documented.



中文翻译:

不确定假设检验在不确定回归分析中的应用

本文首先建立了不确定性假设检验作为一种数学工具,它利用不确定性理论帮助人们根据观察到的数据,理性地判断某些假设是否正确。作为一种应用,不确定性回归分析中采用不确定性假设检验来检验估计的扰动项和拟合的回归模型是否合适。为了说明测试过程,记录了一些数值示例。

更新日期:2021-07-09
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