26 آبان 1403
محمود افشاري

محمود افشاری

مرتبه علمی: دانشیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / آمار
تلفن: 07731223328
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان Results on a Generalized Fractional Cumulative Entropy
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Cumulative entropy, Evaluation of MRI scans, Fractional entropy, Financial stock, Inverse Mittag-Leffler function, Logistic map equations, Studying chaos.
مجله Sankhya A
شناسه DOI https://doi.org/10.1007/s13171-023-00316-8
پژوهشگران فرید فروغی (نفر اول) ، سعید طهماسبی (نفر دوم) ، محمود افشاری (نفر سوم) ، Francesco Buono (نفر چهارم)

چکیده

Recently, a modification of fractional entropy based on the inverse Mittag- Leffler function (MLF) was proposed by Zhang and Shang (2021). In this paper, we present an extension of the fractional cumulative entropy (FCE) and obtain some further results about this measure. We study new equivalent expressions, bounds, stochastic ordering, and properties of dynamic generalized FCE. By using the empirical approach, we give an estimator of this measure and study large sample properties of it. In addition, the validity of this new measure is supported by numerical simulations on logistic map equations. Finally, an application of this measure is proposed in the evaluation of MRI scans for brain cancer.