26 آبان 1403
فضل الله لك

فضل الله لک

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

مشخصات پژوهش

عنوان The Ristic-Balakrishnan odd log-logistic family of distributions: Properties and Applications
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
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مجله Statistics, Optimization and Information Computing
شناسه DOI
پژوهشگران حمید اسماعیلی (نفر اول) ، فضل الله لک (نفر دوم) ، امراه التون (نفر سوم)

چکیده

This paper investigates general mathematical properties of a new generator of continuous distributions with two extra parameter called the Ristic-Balakrishnan odd log-logistic family of distributions. We present some special models and investigate the asymptotes. The new density function can be expressed as a linear combination of exponentiated densities based on the same baseline distribution. Explicit expressions for the ordinary and incomplete moments, generating functions and order statistics, which hold for any baseline model, are determined. Further, we discuss the estimation of the model parameters by maximum likelihood and present a simulation study based on maximum likelihood estimation. A regression model based on proposed model was introduced. Finally, three applications to real data were provided to illustrate the potentiality of the family of distributions