Type II Exponentiated Half-Logistic-Gompertz Topp-Leone-G Family of Distributions with Applications

• Autorzy: Broderick Oluyede , Thatayaone Moakofi
• Języki publikacji: EN

Abstrakty

EN

The purpose of this paper is to introduce and study a new generated family of distributions based on the type II transformation which is called the type II exponentiated half-logistic-Gompertz-Topp-Leone-G (TIIEHL-Gom-TL-G) family of distributions. We investigate its general mathematical properties, including, hazard rate function, quantile function, moments, moment generating function, Rényi entropy and order statistics. Parameter estimates of the new family of distributions are obtained based on the maximum likelihood estimation method and their performance is evaluated via a simulation study. For illustration of the applicability of the new family of distributions, four real data sets are analyzed. (original abstract)

Słowa kluczowe

EN

Estimation; Simulation modelling; Probability distributions; Mathematical statistics

PL

Estymacja; Modelowanie symulacyjne; Rozkład prawdopodobieństwa; Statystyka matematyczna

• Czasopismo: Central European Journal of Economic Modelling and Econometrics (CEJEME)
• Rocznik: 2022
• Tom: 14
• Numer: nr 4
• Strony: 415--461

Twórcy

autor

Broderick Oluyede

• Botswana International University of Science & Technology, Palapye, Botswana

autor

Thatayaone Moakofi

• Botswana International University of Science & Technology, Palapye, Botswana

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Identyfikatory

DOI

10.24425/cejeme.2023.144203