A t -distribution plot to detect non-multinormality

doi:10.1016/S0167-9473(98)00085-1

Details of Research Outputs

Status	已发表Published
Title	A t -distribution plot to detect non-multinormality
Creator	Liang, Jiajuan1,2 ; Bentler, Peter M.3
Date Issued	1999
Source Publication	Computational Statistics and Data Analysis
ISSN	0167-9473
Volume	30 Issue:1 Pages:31-44
Abstract	A new Q-Q plot is developed to detect non-multinormality based on Student's t-statistic. Approximate acceptance regions, which are derived from the theory of quantile processes and Monte Carlo simulation, are suggested for use together with the Q-Q plot in applications. The acceptance regions associated with the Q-Q plots for real data enhance the interpretability of the plots, and can be recommended for use together with other graphical methods and analytical methods for testing multinormality. © 1999 Elsevier Science B.V.
Keyword	6209 62G10 62H15 Graphical methods Q-Q plot Testing multinormality
DOI	10.1016/S0167-9473(98)00085-1
Indexed By	SCIE
Language	英语English
WOS Research Area	Computer Science ; Mathematics
WOS Subject	Computer Science, Interdisciplinary Applications ; Statistics & Probability
WOS ID	WOS:000079125700004
Citation statistics	Cited Times:12[WOS] [WOS Record] [Related Records in WOS]
Document Type	Journal article
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/3363
Collection	Research outside affiliated institution
Affiliation	1.Department of Mathematics, Hong Kong Baptist University, Hong Kong, Hong Kong 2.Institute of Applied Mathematics, Chinese Academy of Sciences, 100080, Beijing, China 3.Depts. of Psychology and Statistics, University of California, Box 951563, Los Angeles, CA 90095-1563, United States
Recommended Citation GB/T 7714	Liang, Jiajuan,Bentler, Peter M. A t -distribution plot to detect non-multinormality[J]. Computational Statistics and Data Analysis, 1999, 30(1): 31-44.
APA	Liang, Jiajuan, & Bentler, Peter M. (1999). A t -distribution plot to detect non-multinormality. Computational Statistics and Data Analysis, 30(1), 31-44.
MLA	Liang, Jiajuan,et al."A t -distribution plot to detect non-multinormality". Computational Statistics and Data Analysis 30.1(1999): 31-44.

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