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سيدمحمدتقي كامل ميرمصطفائي

سیدمحمدتقی کامل میرمصطفائی

مرتبه علمی: دانشیار
نشانی: دانشگاه مازندران-دانشکده علوم ریاضی- گروه آمار
تحصیلات: دکترای تخصصی / آمار
تلفن: 01135302428
دانشکده: دانشکده علوم ریاضی

مشخصات پژوهش

عنوان A new two-parameter distribution: properties and applications
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Exponentiated Shanker distribution, goodness of fit, lifetime data, mathematical and statistical characteristics, parameter estimation.
مجله Journal of Mathematical Modeling
شناسه DOI 10.22124/jmm.2018.9994.1148
پژوهشگران آنیتا عبداللهی نانوا پیشه (نفر اول) ، سیدمحمدتقی کامل میرمصطفائی (نفر دوم) ، امراه آلتون (نفر سوم)

چکیده

In this paper, a new two-parameter lifetime distribution called “the exponentiated Shanker distribution” is suggested. The new distribution has an increasing, decreasing and bathtub-shaped hazard rate function (hrf) for modeling lifetime data. Various mathematical and statistical properties of the proposed distribution including its hrf, complete and incomplete moments, skewness and kurtosis, mean deviations, Bonferroni and Lorenz curves are discussed. Estimation of its parameters is also discussed using the method of maximum likelihood estimation and a simulation study is given. Finally, two applications of the new distribution are presented using two real data sets. The results also confirmed the suitability of the proposed model for the real data sets.