Neutrosophic statistical test for counts in climatology

Abstract The existing F-test for two counts data from the Poisson distribution under classical statistics can be applied only when the counts in the data are exact or not intervals. The existing test cannot be applied when the count data is indeterminate, in the interval, and uncertain. In this pape...

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Autor principal:	Muhammad Aslam
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/262454adf3d44aa2955f4f377f971ecd
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spelling	oai:doaj.org-article:262454adf3d44aa2955f4f377f971ecd2021-12-02T17:41:18ZNeutrosophic statistical test for counts in climatology10.1038/s41598-021-97344-x2045-2322https://doaj.org/article/262454adf3d44aa2955f4f377f971ecd2021-09-01T00:00:00Zhttps://doi.org/10.1038/s41598-021-97344-xhttps://doaj.org/toc/2045-2322Abstract The existing F-test for two counts data from the Poisson distribution under classical statistics can be applied only when the counts in the data are exact or not intervals. The existing test cannot be applied when the count data is indeterminate, in the interval, and uncertain. In this paper, the F-test for two counts data from the Poisson distribution under classical statistics is designed. The test for two counts recording at the same time or different times is presented. The daily and the monthly number of records broken data in the U.S from the weather department is selected for the application of the proposed test. The application and comparison studies show the efficiency of the proposed test. The proposed test was found to be informative, flexible, and appropriate to be applied in an uncertain environment.Muhammad AslamNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 11, Iss 1, Pp 1-5 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Muhammad Aslam Neutrosophic statistical test for counts in climatology
description	Abstract The existing F-test for two counts data from the Poisson distribution under classical statistics can be applied only when the counts in the data are exact or not intervals. The existing test cannot be applied when the count data is indeterminate, in the interval, and uncertain. In this paper, the F-test for two counts data from the Poisson distribution under classical statistics is designed. The test for two counts recording at the same time or different times is presented. The daily and the monthly number of records broken data in the U.S from the weather department is selected for the application of the proposed test. The application and comparison studies show the efficiency of the proposed test. The proposed test was found to be informative, flexible, and appropriate to be applied in an uncertain environment.
format	article
author	Muhammad Aslam
author_facet	Muhammad Aslam
author_sort	Muhammad Aslam
title	Neutrosophic statistical test for counts in climatology
title_short	Neutrosophic statistical test for counts in climatology
title_full	Neutrosophic statistical test for counts in climatology
title_fullStr	Neutrosophic statistical test for counts in climatology
title_full_unstemmed	Neutrosophic statistical test for counts in climatology
title_sort	neutrosophic statistical test for counts in climatology
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/262454adf3d44aa2955f4f377f971ecd
work_keys_str_mv	AT muhammadaslam neutrosophicstatisticaltestforcountsinclimatology
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Neutrosophic statistical test for counts in climatology

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