The Weibull odd Burr III-G family of distributions with properties and applications
سال انتشار: 1400
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 122
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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.
کلیدواژه ها:
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