A study on skewness and kurtosis estimators of wind speed distribution under indeterminacy

In the present paper, two important measures of skewness and kurtosis under indeterminacy are presented. The basic measures to evaluate the nature of the wind speed in the presence of neutrosophic numbers are given. The importance of the proposed measures of skewness and kurtosis under neutrosophic...

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Vydáno v:	Theoretical and applied climatology Ročník 143; číslo 3-4; s. 1227 - 1234
Hlavní autor:	Aslam, Muhammad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Vienna Springer Vienna 01.02.2021 Springer Springer Nature B.V
Témata:	Aquatic Pollution Atmospheric Protection/Air Quality Control/Air Pollution Atmospheric Sciences Climate science Climatology Distribution Earth and Environmental Science Earth Sciences energy Fuzzy logic Kurtosis Normal distribution Original Paper Random variables Sample variance Skewness Social sciences Statistical analysis Statistical methods Statistics Waste Water Technology Water Management Water Pollution Control Wind speed Classical statistics Kurtosis Wind speed Neutrosophic statistics Skewness
ISSN:	0177-798X, 1434-4483
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Abstract	In the present paper, two important measures of skewness and kurtosis under indeterminacy are presented. The basic measures to evaluate the nature of the wind speed in the presence of neutrosophic numbers are given. The importance of the proposed measures of skewness and kurtosis under neutrosophic statistics is discussed over the existing measures of skewness and kurtosis under classical statistics. From the wind speed analysis, it is concluded that the wind speed data have heavy-tailed distribution. Therefore, it is recommended to apply a heavy-tailed distribution, like Cauchy distribution, for forecasting and estimation of energy produced by wind speed.
AbstractList	In the present paper, two important measures of skewness and kurtosis under indeterminacy are presented. The basic measures to evaluate the nature of the wind speed in the presence of neutrosophic numbers are given. The importance of the proposed measures of skewness and kurtosis under neutrosophic statistics is discussed over the existing measures of skewness and kurtosis under classical statistics. From the wind speed analysis, it is concluded that the wind speed data have heavy-tailed distribution. Therefore, it is recommended to apply a heavy-tailed distribution, like Cauchy distribution, for forecasting and estimation of energy produced by wind speed.
Audience	Academic
Author	Aslam, Muhammad
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SubjectTerms	Aquatic Pollution Atmospheric Protection/Air Quality Control/Air Pollution Atmospheric Sciences Climate science Climatology Distribution Earth and Environmental Science Earth Sciences energy Fuzzy logic Kurtosis Normal distribution Original Paper Random variables Sample variance Skewness Social sciences Statistical analysis Statistical methods Statistics Waste Water Technology Water Management Water Pollution Control Wind speed
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Title	A study on skewness and kurtosis estimators of wind speed distribution under indeterminacy
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