TITLE:
Local Influence Analysis of Generalized Linear Model
AUTHORS:
Shuling Wang, Man Liu, Qianqian Zhu, Ting Wang
KEYWORDS:
Exponential Distributions; Local Influence Analysis; Influence Matrix
JOURNAL NAME:
Applied Mathematics,
Vol.3 No.9,
September
27,
2012
ABSTRACT: Nearly thirty years, the diagnosis and influence analysis of linear regression model has been fully developed. So far the local influence analysis of the generalized linear model has not yet seen in the literature. In this paper, local influence is discussed. Then, concise influence matrix is obtained. At last, an example is given to illustrate our results.