...
首页> 外文期刊>Communications in Statistics >A new useful four-parameter extension of the Gumbel distribution: Properties, regression model and applications using the GAMLSS framework
【24h】

A new useful four-parameter extension of the Gumbel distribution: Properties, regression model and applications using the GAMLSS framework

机译:Gumbel分布的新有用四参数扩展:使用Gamlss框架的属性,回归模型和应用程序

获取原文
获取原文并翻译 | 示例
           

摘要

In this paper we introduce a flexible extension of the Gumbel distribution called the odd log-logistic exponentiated Gumbel distribution. The new model was implemented in GAMLSS package of R software and a brief tutorial on how to use this package is presented throughout the paper. We provide a comprehensive treatment of its general mathematical properties. Further, we propose a new extended regression model considering four regression structures. We discuss estimation methods based on censored and uncensored data. Two simulation studies are presented and four real data sets are applied to illustrating the usefulness of the new model.
机译:在本文中,我们介绍了称为奇数对数指数的Gumbel分布的Gumbel分布的灵活扩展。新模型是在R软件的Gamlss包中实现的,并在整个纸上介绍了如何使用此包的简要教程。我们提供了综合治疗其普通数学特性。此外,我们提出了一种考虑四个回归结构的新的扩展回归模型。我们讨论基于截查和未经审查数据的估算方法。提出了两个仿真研究,并应用了四个真实数据集来说明新模型的有用性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号