Status | 已发表Published |
Title | Bayesian local influence for the growth curve model with Rao's simple covariance structure |
Creator | |
Date Issued | 1996 |
Source Publication | Journal of Multivariate Analysis
![]() |
ISSN | 0047-259X |
Volume | 58Issue:1Pages:55-81 |
Abstract | In this paper, the Bayesian local influence approach is employed to diagnose the adequacy of the growth curve model with Rao's simple covariance structure, based on the Kullback-Leibler divergence. The Bayesian Hessian matrices of the model are investigated in detail under an abstract perturbation scheme. For illustration, covariance-weighted perturbation is considered particularly and used to analyze two real-life biological data sets, which shows that the criteria presented in this article are useful in practice. © 1996 Academic Press, Inc. |
Keyword | Bayesian hessian matrix Bayesian local influence Covariance weighted perturbation Growth curve model Kullback-Leibler divergence Statistical diagnostics |
DOI | 10.1006/jmva.1996.0039 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Mathematics |
WOS Subject | Statistics & Probability |
WOS ID | WOS:A1996VA19000004 |
Scopus ID | 2-s2.0-0030187399 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/2524 |
Collection | Research outside affiliated institution |
Affiliation | 1.Hong Kong Baptist University, Hong Kong, China 2.Yunnan University, Kunming, China 3.Academia Sinica, Beijing, China 4.Academia Sinica, Beijing, China |
Recommended Citation GB/T 7714 | Pan, Jianxin,Fang, Kaitai,Liski, Erkki P. Bayesian local influence for the growth curve model with Rao's simple covariance structure[J]. Journal of Multivariate Analysis, 1996, 58(1): 55-81. |
APA | Pan, Jianxin, Fang, Kaitai, & Liski, Erkki P. (1996). Bayesian local influence for the growth curve model with Rao's simple covariance structure. Journal of Multivariate Analysis, 58(1), 55-81. |
MLA | Pan, Jianxin,et al."Bayesian local influence for the growth curve model with Rao's simple covariance structure". Journal of Multivariate Analysis 58.1(1996): 55-81. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment