Uncertain hypothesis test with application to uncertain regression analysis

被引:0
|
作者
Tingqing Ye
Baoding Liu
机构
[1] Tsinghua University,Department of Mathematical Sciences
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关键词
Uncertainty theory; Uncertain statistics; Hypothesis test; Regression analysis;
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学科分类号
摘要
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.
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页码:157 / 174
页数:17
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