An alternative bivariate zero-inflated negative binomial regression model using a copula

被引:9
|
作者
So, Sunha [2 ]
Lee, Dong-Hee [3 ]
Jung, Byoung Cheol [1 ]
机构
[1] Univ Seoul, Dept Stat, Seoul 130743, South Korea
[2] Woori Bank, Risk Model Validat Team, Seoul 100792, South Korea
[3] Kyonggi Univ, Dept Business Adm, Suwon 443760, South Korea
关键词
Bivariate negative binomial; Copula; Heterogeneous dispersion; Negative correlation; Zero inflation; COUNT DATA;
D O I
10.1016/j.econlet.2011.07.017
中图分类号
F [经济];
学科分类号
02 ;
摘要
We propose an alternative bivariate zero-inflated negative binomial (BZINB) regression model based on a copula. The empirical result shows that the proposed model performs better than the existing BZINB models in terms of the maximum log-likelihood and the AIC. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:183 / 185
页数:3
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