Journal of Applied Mathematics and Physics

Volume 11, Issue 1 (January 2023)

ISSN Print: 2327-4352   ISSN Online: 2327-4379

Google-based Impact Factor: 0.70  Citations  

The Alpha Power Topp-Leone Distribution: Properties, Simulations and Applications

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DOI: 10.4236/jamp.2023.111018    111 Downloads   629 Views  Citations

ABSTRACT

This paper presents an extended lifetime probability distribution based on the alpha power transformation. We refer to the proposed distribution as “the Alpha Power Topp-Leone (APTL) distribution”. Mathematical properties of the APTL distribution such as the density and cumulative distribution functions, survival and hazard rate functions, quantile function, median, moments and its relative measures, probability weighted moment, moment generating function, Renyi entropy, and the distribution of order statistics were derived. The method of maximum likelihood estimation was employed to estimate the unknown parameters of the APTL distribution. Finally, we used two real data sets obtained from the literature to illustrate the applicability of the APTL distribution in real-life data fitting.

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Ehiwario, J. , Igabari, J. and Ezimadu, P. (2023) The Alpha Power Topp-Leone Distribution: Properties, Simulations and Applications. Journal of Applied Mathematics and Physics, 11, 316-331. doi: 10.4236/jamp.2023.111018.

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