文章基本信息

标题：A New Extended G Family of Continuous Distributions with Mathematical Properties, Characterizations and Regression Modeling
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作者：G. G. Hamedani ; Emrah Altun ; Mustafa Ç. Korkmaz 等
期刊名称：Pakistan Journal of Statistics and Operation Research
印刷版ISSN：2220-5810
出版年度：2018
卷号：14
期号：3
页码：737-758
DOI：10.18187/pjsor.v14i3.2484
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：We propose a new extended G family of distributions. Some of its structural properties are derived and some useful characterization results are presented. The maximum likelihood method is used to estimate the model parameters by means of graphical and numerical Monte Carlo simulation study. The flexibility of the new family illustrated by means of two real data sets. Moreover, we introduce a new log-location regression model based on the proposed family. The martingale and modified deviance residuals are defined to detect outliers and evaluate the model assumptions. The potentiality of the new regression model is illustrated by means of a real data set.
其他关键词：Characterization;Simulation;Regression Modeling