07 اردیبهشت 1403
مراد عليزاده

مراد علیزاده

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / امار ریاضی
تلفن: 0
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان The new family of distributions and applications in heteroscedastic regression analysis
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
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مجله JOURNAL OF STATISTICAL THEORY AND APPLICATIONS
شناسه DOI
پژوهشگران Gauss Cordeiro (نفر اول) ، Thiago G. Ramires (نفر دوم) ، ادوین ارتگا (نفر سوم) ، مراد علیزاده (نفر چهارم)

چکیده

First we introduce and study some general mathematical properties of a new generator of continuous distributions with two extra shape parameters called the odd generalized half Cauchy family. A second goal, we introduce the new log-generalized odd half-Cauchy heteroscedastic regression model with censored data, which represents a parametric family of models that includes as sub-models several widely known regression models that can be applied to data with no homogeneity of variance. Maximum likelihood estimation of the model parameters with censored data as well as a simulation study are investigated. We also prove empirically the flexibility of the new family by means real data sets.