On the Sin-G class of distributions: theory, model and application

سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 52

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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