Data analysis for vague contingency data

Journal of Big Data

Research

Faten S. Alamri¹  Muhammad Aslam² 

[1] Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia;Department of Statistics, Faculty of Science, King Abdulaziz University, 21551, Jeddah, Saudi Arabia;

关键词: Classical statistics;    Neutrosophic;    Indeterminate;    Simulation;    The power of the test;   

DOI  :  10.1186/s40537-023-00812-6

 received in 2023-03-11, accepted in 2023-08-14,  发布年份 2023

来源: Springer

【 摘 要 】

The existing Fisher’s exact test has been widely applied for investigating whether the difference between the observed frequencies is significant or not. The existing Fisher’s exact test can be applied only when the observed frequencies are in determinate form and has no vogues information. In practice, due to the complicity in the production process, it is not always possible to have observed frequencies in determinate form. Therefore, the use of the existing Fisher’s exact test may mislead the industrial engineers. The paper presents the modification of Fisher’s exact test using neutrosophic statistics. The operational process, simulation study, and application using the production data will be given in the paper. From the analysis of industrial data, it can be concluded that the proposed Fisher’s exact test performs well than the existing Fisher’s exact test.

【 授权许可】

CC BY   
© Springer Nature Switzerland AG 2023

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