On the Sin-G class of distributions: theory, model and application
محل انتشار: مجله مدلسازی ریاضی، دوره: 7، شماره: 3
سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 93
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شناسه ملی سند علمی:
JR_JMMO-7-3_007
تاریخ نمایه سازی: 19 خرداد 1403
چکیده مقاله:
This paper is devoted to the study of the Sin-G class of distributions and one of its special member. We first explore the mathematical properties of the Sin-G class, giving the cumulative and probability density functions and their expansions, quantile function, moments, moment generating function, reliability parameter, R\'enyi entropy and order statistics. Then, we focus our attention on the special member defined with the Inverse Weibull distribution as baseline, denoted by SinIW. The mathematical and practical aspects of the SinIW distribution are investigated. In order to illustrate the usefulness of the SinIW model, an application to real life data set is carried out.
کلیدواژه ها:
classes of trigonometric sine distributions ، inverse Weibull distribution ، maximum likelihood estimation ، data analysis
نویسندگان
Luciano Souza
PPGBEA, Universidade Federal Rural de Pernambuco, Recife/PE, Brazil
Wilson Junior
PPGBEA, Universidade Federal Rural de Pernambuco, Recife/PE, Brazil
Cicero de Brito
Instituto Federal da Pernambuco, Pernambuco/PE, Brazil
Christophe Chesneau
Universit\&#۰۳۹;e de Caen, LMNO, Campus II, Science ۳, ۱۴۰۳۲, Caen, France
Tiago Ferreira
PPGBEA, Universidade Federal Rural de Pernambuco, Recife/PE, Brazil
Lucas Soares
PPGBEA, Universidade Federal Rural de Pernambuco, Recife/PE, Brazil