Odd power generalized Weibull-G family of distributions: Model, properties and applications
Publish Year: 1400
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_JSMTA-2-1_008
تاریخ نمایه سازی: 19 اردیبهشت 1401
Abstract:
A new generalized family of distributions called the odd power generalized Weibull-G family of distributions is developed. Some properties of the new family of distributions including quantile function, moments, incomplete and probability weighted moments, distribution of the order statistics and Renyi entropy are derived. Estimation of model parameters using maximum likelihood estimation technique and simulation study to examine the bias and mean square error are discussed. Applications to real data sets to illustrate the applicability of the generalized family of distributions is also given.
Keywords:
Maximum likelihood estimation , Power generalized Weibull distribution
Authors
Thatayaone Moakofi
Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, BW
Broderick Oluyede
Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, BW
Fastel Chipepa
Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, BW
Boikanyo Makubate
Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, BW