14 آذر 1404
مراد عليزاده

مراد علیزاده

مرتبه علمی: دانشیار
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 Alpha Power Modified Weibull-Geometric Distribution: A Comprehensive Mathematical Framework with Simulation, Goodness-of-fit Analysis and Informed Decision making using Real Life Data
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Compounding, Failure Times, Maximum Likelihood Estimation, Lifetime Distribution, Series Structure
مجله Statistics, Optimization and Information Computing
شناسه DOI https://doi.org/10.19139/soic-2310-5070-2607
پژوهشگران ماگریشا نامساو (نفر اول) ، بنیتا داس (نفر دوم) ، پارتا جویتی هازاریکا (نفر سوم) ، مراد علیزاده (نفر چهارم)

چکیده

A new lifetime distribution by compounding the Alpha Power Modified Weibull distribution, named Alpha Power Modified Weibull-Geometric distribution is introduced and discussed.The compounding of the distribution is motivated from the failure time of the system with series structure, where only the minimum lifetime value is considered. Various Statistical properties of the proposed distribution are investigated. Maximum likelihood estimation method is used to estimate the model parameter. To assess the performance of the proposed method, Monte Carlo simulation study is conducted using various choices of effective sample size and parameter value. Finally, to illustrate the capability and flexibility of the proposed distribution, three real life data sets are considered and showed that the proposed distribution is more compatible by comparing with other competing lifetime distributions.