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The exponentiated half logistic-log-logistic Weibull distribution: Model, properties and applications

عنوان مقاله: The exponentiated half logistic-log-logistic Weibull distribution: Model, properties and applications
شناسه ملی مقاله: JR_JSMTA-2-1_007
منتشر شده در در سال 1400
مشخصات نویسندگان مقاله:

Simbarashe Chamunorwa - Mathematics and Statistical Sciences, Science and Technology, 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, Botswana
Broderick Oluyede - Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology, Palapye, Botswana
Fastel Chipepa - Department of Mathematics and Statistical Sciences, Botswana International University of Science and Technology

خلاصه مقاله:
We develop a generalized distribution, namely, exponentiated half logistic log-logistic Weibull distribution. Several structural properties of the distribution including expansion of density, distribution of order statistics, Rényi entropy, moments, probability weighted moments, quantile function, generating function, and maximum likelihood estimates were derived. A simulation study to examine the consistency of the maximum likelihood estimates was conducted. Finally, real data examples are presented to illustrate the applicability and usefulness of the proposed model.

کلمات کلیدی:
Generalized distribution, Half Logistic Distribution, Log-logistic distribution, Maximum likelihood estimation, Weibull distribution

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1441896/