30 فروردین 1403
سعيد طهماسبي

سعید طهماسبی

مرتبه علمی: دانشیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / آمار ریاضی
تلفن: 077-31223329
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان Exponentiated extended Weibull-power series class of distributions
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
EM-algorithm, Exponentiated family, Maximum likelihood estimation, Power series distributions
مجله Ciência e Natura
شناسه DOI https://doi.org/10.5902/2179460X16680
پژوهشگران سعید طهماسبی (نفر اول) ، علی اکبر جعفری (نفر دوم)

چکیده

In this paper, we introduce a new class of distributions by compounding the exponentiated extended Weibull family and power series family. This distribution contains several lifetime models such as the complementary extended Weibull-power series, generalized exponential-power series, generalized linear failure rate-power series, exponentiated Weibull-power series, generalized modified Weibull-power series, generalized Gompertz-power series and exponentiated extended Weibull distributions as special cases. We obtain several properties of this new class of distributions such as Shannon entropy, mean residual life, hazard rate function, quantiles and moments. The maximum likelihood estimation procedure via a EM-algorithm is presented.