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Fisher Information, Asymptotic Behavior, and Applications for Generalized Order Statistics and Their Concomitants Based on the Sarmanov Family
Faculty
Science
Year:
2023
Type of Publication:
ZU Hosted
Pages:
Authors:
Islam Abdallah Heusseiny Metwally
Staff Zu Site
Abstract In Staff Site
Journal:
axioms MDPI
Volume:
Keywords :
Fisher Information, Asymptotic Behavior, , Applications for Generalized
Abstract:
In this paper, the Fisher information (FI), relevant to m-generalized order statistics (m-GOSs) and their concomitants of the shape-parameter of the Sarmanov family of bivariate distributions, is investigated. In addition, we study the concomitants of m-GOSs from this family. Furthermore, we look at how those concomitants were distributed collectively. The FI contained in the scale and shape parameters of the exponential and power function distributions, respectively, in concomitants of m-GOSs is obtained. A study of the asymptotic behavior of the concomitants of ordinary order statistics is also provided. Some versatile applications for this study are offered. As a final step, we examined a bivariate real-world data set for illustrative purposes.
Author Related Publications
Islam Abdallah Heusseiny Metwally, "Information measures in records and their concomitants arising from Sarmanov family of bivariate distributions", Elsevier, 2022
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Islam Abdallah Heusseiny Metwally, "Concomitants of Order Statistics and Record Values from Generalization of FGM Bivariate-Generalized Exponential Distribution", ATLANTIS PRESS, 2019
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Islam Abdallah Heusseiny Metwally, "CONCOMITANTS OF ORDER STATISTICS AND RECORD VALUES FROM ITERATED FGM TYPE BIVARIATE-GENERALIZED EXPONENTIAL DIS- TRIBUTION", INSTITUTO NACIONAL DE ESTATISTICA, 2019
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Islam Abdallah Heusseiny Metwally, "The Extropy of Concomitants of Generalized Order Statistics from Huang–Kotz–Morgenstern Bivariate Distribution", Hindawi, 2022
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Islam Abdallah Heusseiny Metwally, "Information measures in records and their concomitants arising from Sarmanov family of bivariate distributions", ELSEVIER, 2022
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Mohamed Ahmed ElsayedAly, "comment on"the effect of fractional parameters of the conducting elastic half-in generalized magneto thermoplasticy"", امريكا, 2013
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Elsayed Mahsoub Ahmed Nigm, "Extreme value modeling under power normalization", أمريكا, 2013
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Fawzia Mahmoud Salim Mustafa, "a gradation ditopological tespacexture", american-Eurasian network for scientific information publisher, 2014
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Hassan Mostafa Metwally, "New Rough Set Approximation Spaces", Hindawi Publishing Corporation, 2013
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Hassan Mostafa Metwally, "Common Fixed Point Theorems in 2-Metric Spaces", HIKARI Ltd, 2011
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