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Classes of Ordinary Differential Equations Obtained for the Probability Functions of Gumbel Distribution

Okagbue, H. I. and Agboola, O.O. and Opanuga, A. A. and Oghonyon, J. G. (2017) Classes of Ordinary Differential Equations Obtained for the Probability Functions of Gumbel Distribution. In: World Congress on Engineering and Computer Science, October 25-27, 2017, San Francisco, USA.

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Abstract

In this paper, the differential calculus was used to obtain some classes of ordinary differential equations (ODEs) for the probability density function, quantile function, survival function, inverse survival function, hazard function and reversed hazard function of the Gumbel distribution. The stated necessary conditions required for the existence of the ODEs are consistent with the various parameters that defined the distribution. Solutions of these ODEs by using numerous available methods are new ways of understanding the nature of the probability functions that characterize the distribution. The method can be extended to other probability distributions, functions and can serve an alternative to approximation and estimation.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Survival function, Gumbel distribution,hazard function, calculus, differentiation, probability density function
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Divisions: Faculty of Engineering, Science and Mathematics > School of Mathematics
Depositing User: Mrs Hannah Akinwumi
Date Deposited: 17 Nov 2017 08:26
Last Modified: 17 Nov 2017 08:26
URI: http://eprints.covenantuniversity.edu.ng/id/eprint/9684

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