Influential observation identification in the growth curve model with rao's simple covariance structure

doi:10.1081/STA-120003654

科研成果详情

发表状态	已发表Published
题名	Influential observation identification in the growth curve model with rao's simple covariance structure
作者	Pan, Jianxin
发表日期	2002
发表期刊	Communications in Statistics - Theory and Methods
ISSN/eISSN	0361-0926
卷号	31 期号:5 页码:813-831
摘要	In this paper we discuss the identification of influential observations in a growth curve model with Rao's simple covariance structure. Based on the generalized Cook-type distance and the volume of a confidence ellipsoid, a variety of influence measures are proposed in terms of the case-deletion technique. Also, the influence of observations on a linear combination of regression coefficients is considered. For illustration, a practical example is analyzed using the proposed approach. Copyright © 2002 by Marcel Dekker, Inc.
关键词	Case-deletion Confidence ellipsoid Cook-type distance Growth curve model Influential observation Statistical diagnostics
DOI	10.1081/STA-120003654
URL	查看来源
收录类别	SCIE
语种	英语English
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000175949800009
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/5049
专题	个人在本单位外知识产出
作者单位	Department of Mathematics, Centre for Medical Statistics, Keele University, Staffordshire ST5 5BG, United Kingdom
推荐引用方式 GB/T 7714	Pan, Jianxin. Influential observation identification in the growth curve model with rao's simple covariance structure[J]. Communications in Statistics - Theory and Methods, 2002, 31(5): 813-831.
APA	Pan, Jianxin. (2002). Influential observation identification in the growth curve model with rao's simple covariance structure. Communications in Statistics - Theory and Methods, 31(5), 813-831.
MLA	Pan, Jianxin."Influential observation identification in the growth curve model with rao's simple covariance structure". Communications in Statistics - Theory and Methods 31.5(2002): 813-831.