The Weibull odd Burr III-G family of distributions with properties and applications

سال انتشار: 1400
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 97

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شناسه ملی سند علمی:

JR_JSMTA-2-2_008

تاریخ نمایه سازی: 4 تیر 1401

چکیده مقاله:

A new generalized family of distributions called the Weibull Odd Burr III-G is introduced using the T-X transformation technique. Some of useful mathematical and statistical properties such as the hazard function, quantile function, moments, probability weighted moments, Rényi entropy, order statistics and stochastic orders are derived. The method of maximum likelihood estimation is used to estimate the model parameters. The usefulness of these family of distributions is demonstrated via simulated experiments and its special cases are applied to real life data sets to illustrate flexibility.

نویسندگان

Peter Peter

Department of Mathematics; Statistical Sciences, Botswana International University of Science; Technology

Broderick Oluyede

Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, Botswana

Nkumbuludzi Ndwapi

Department of Mathematics; Statistical Sciences, Faculty of Science, Botswana International University of Science; Technology, Palapye, Botswana

Huybrechts Bindele

University of South Alabama Mobile, AL