26 آبان 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 A New Lindley Extension:Estimation,Risk Assessment and Analysis Under Bimodal Right Skewed Precipitation Data
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Cramér–von–Mises · Cullen–Frey plot · Key risk indicators · Modified Lindley · Risk exposure · Value-at-risk
مجله Annals of Data Science
شناسه DOI https://doi.org/10.1007/s40745-023-00485-1
پژوهشگران مجید هاشم پور (نفر اول) ، مراد علیزاده (نفر دوم) ، هیثم یوسف (نفر سوم)

چکیده

The objectives of this study are to propose a new two-parameter lifespan distribution and explain some of the most essential properties of that distribution. Through the course of this investigation, we will be able to achieve both of these objectives. For the aim of assessment, research is carried out that makes use of simulation, and for the samereason,avarietyofvariousapproachesarestudiedandtakenintoaccountforthe purposeofevaluation.Makinguseoftwoseparatedatacollectionsenablesananalysis of the adaptability of the suggested distribution to a number of different contexts. The risk exposure in the context of asymmetric bimodal right-skewed precipitation data was further defined by using five essential risk indicators, such as value-at-risk, tail- value-at-risk, tail variance, tail mean–variance, and mean excess loss function. This was done in order to account for the right-skewed distribution of the data. In order to examinethedata,severalriskindicatorswereutilized.Theseriskindicatorswereused in order to achieve a more in-depth description of the risk exposure that was being faced.