Tests for independence in a bivariate negative binomial model

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21

초록

The score test and LR test statistic for testing independence are proposed in a bivariate negative binomial regression model. We also propose an adjusted score test in order to enhance the efficiency of the score test. This study is an extension of the work in a univariate model by Dean and Lawless [Dean, C., Lawless, F (1989). Tests for detecting overdispersion in Poisson regression models. Journal of the American Statistical Association, 84, 467-472]. The adjusted score test proposed in this study is more efficient than the complicated LR test. (c) 2008 The Korean Statistical Society. Published by Elsevier B.V. All rights reserved.

키워드

Bivariate negative binomial regression modelScore testLR testPOISSON REGRESSION-MODELDETECTING OVERDISPERSIONCOUNT DATA
제목
Tests for independence in a bivariate negative binomial model
저자
Cheon, SooyoungSong, Seuck HeunJung, Byoung Cheol
DOI
10.1016/j.jkss.2008.11.004
발행일
2009-06
유형
Article
저널명
Journal of the Korean Statistical Society
38
2
페이지
185 ~ 190