The Generalized Alpha Exponent Power Family of Distributions: Properties and Applications

نویسندگان

چکیده

Here, a new method is recommended to characterize continuous distribution class, named the generalized alpha exponent power family of distributions (GAEPFDs). A particular sub-model presented for exemplifying objective. The basic statistical properties, such as ordinary moments, probability weighted mode, quantile, order statistics, entropy measures, and moment generating functions, etc., were explored. To gauge GAEPPRD parameters, ML technique was utilized. estimator behaviour studied by Monte Carlo simulation study (MCSS). effectiveness GAEPFDs demonstrated observationally through lifetime data. applications show that can offer preferable results over other competitive models.

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ژورنال

عنوان ژورنال: Mathematics

سال: 2022

ISSN: ['2227-7390']

DOI: https://doi.org/10.3390/math10091421