Empirical Examination of the Poisson Regression Residuals for the Evaluation of Influential Points

Aamna Khan; Muhammad Aman Ullah; Muhammad AminAbdisalam Hassan MuseRamy AldallalMohamed S. MohamedNagarajan Deivanayagampillai

首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Empirical Examination of the Poisson Regression Residuals for the Evaluation of Influential Points

【24h】

Empirical Examination of the Poisson Regression Residuals for the Evaluation of Influential Points

机译：Empirical Examination of the Poisson Regression Residuals for the Evaluation of Influential Points

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相关主题

摘要

A common practice is to get reliable regression results in the generalized linear model which is the detection of influential cases. For the identification of influential cases, the present study focuses to compare empirically the performance of various existing residuals for the case of the Poisson regression model. Furthermore, we computed Cook’s distance for the stated residuals. In order to show the effectiveness of proposed methodology, data have been generated by using simulation, and further applicability of methodology is shown with the help of real data that followed the Poisson regression. The comparative analysis of the residuals is carried out for the detection of influential cases.

著录项

来源
《Mathematical Problems in Engineering: Theory, Methods and Applications》 |2022年第21期|1.1-1.9|共9页
作者
Aamna Khan; Muhammad Aman Ullah; Muhammad AminAbdisalam Hassan MuseRamy AldallalMohamed S. MohamedNagarajan Deivanayagampillai;
展开▼
作者单位

Department of Statistics Bahauddin Zakariya University Multan 60800;

Department of Statistics University of Sargodha Sargodha 40100;

Department of Mathematics (Statistics Option) Program Pan African University Institute of Basic Science, Technology and Innovation (PAUSTI) Nairobi 6200-00200College of Business Administration in Hotat Bani Tamim Prince Sattam Bin Abdulaziz University Al-KharjDepartment of Mathematics and Statistics College of Science Taif University P.O. Box 11099 Taif 21944;

展开▼
收录信息
原文格式 PDF
正文语种英语
中图分类
关键词

Empirical Examination of the Poisson Regression Residuals for the Evaluation of Influential Points

摘要

著录项

相关主题

期刊订阅