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 A New Logistic Distribution and Its Properties, Applications and PORT-VaR Analysis for Extreme Financial Claims
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Bi-modality; skew logistic; financial claims data; mean of order P; Value-at-Risk; peaks over a random threshold Value-at-Risk
مجله MATHEMATICAL AND COMPUTATIONAL APPLICATIONS
شناسه DOI https://doi.org/10.3390/mca30030062
پژوهشگران پیوتر سولوسکی (نفر اول) ، مراد علیزاده (نفر دوم) ، جاندیپ داس (نفر سوم) ، غلامحسین همدانی (نفر چهارم) ، پارتا جویتی هازاریکا (نفر پنجم) ، جاویر ای کونتراس ریس (نفر ششم به بعد) ، هیثم یوسف (نفر ششم به بعد)

چکیده

This paper introduces a new extension of exponentiated standard logistic distribution. Some important statistical properties of the novel family of distributions are discussed. A simulation study is also conducted to observe the behavior of the estimated parameter using several estimation methods. The adaptability as well as the flexibility of the new model is checked through two real-life applications. A comprehensive financial risk assessment is conducted using multiple actuarial risk measures: Peaks Over Random Threshold Value-at-Risk, Value-at-Risk, Tail Value-at-Risk, the risk-adjusted return on capital and the Mean of Order P. These indicators offer a nuanced view of risk by capturing different aspects of tail behavior, which are critical in understanding potential extreme losses. These risk indicators are applied to analyze actuarial financial claims data, providing a robust framework for assessing financial stability and decision-making in the face of uncertainty