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Research Article | Open Access

Generalized conditional spacings and their stochastic properties

Tie Li1,2Zhengcheng Zhang1( )
School of Mathematics and Statistics, Hainan Normal University, 99 South Longkun Road, Haikou, 571158, China
Faculty of Mathematics, Baotou Teachers' College, 3 Science Road, Baotou, 014030, China
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Abstract

This paper introduces the concept of generalized conditional spacings and establishes partial order relations between different generalized spacings. First, we derive the survival function of the generalized conditional spacings. Second, we construct the stochastic and hazard rate order relationships between different generalized conditional spacings and generalized normal conditional spacings, considering parent distributions that belong to the decreasing failure rate (DFR) and increasing likelihood rate (ILR) classes. Finally, for parent distributions within the DFR class, we obtain the dispersive order between different conditional spacings, along with an inequality for the variance. Additionally, we present illustrative examples involving Pareto and Gamma distributions.

CLC number: 60E15, 62G30

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AIMS Mathematics
Pages 23909-23923

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Cite this article:
Li T, Zhang Z. Generalized conditional spacings and their stochastic properties. AIMS Mathematics, 2024, 9(9): 23909-23923. https://doi.org/10.3934/math.20241162

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Received: 12 June 2024
Revised: 24 July 2024
Accepted: 31 July 2024
Published: 15 September 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)