Diagnostics for identifying influential cases in manova

Charles W. Kish; Vernon M. Chinchilli; A. H. Robins

doi:10.1080/03610929008830339

Diagnostics for identifying influential cases in manova

Charles W. Kish, Vernon M. Chinchilli, A. H. Robins

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6 Scopus citations

Abstract

Measures of influence of multivariate cases on the estimated parameter matrix in MANOVA are developed. The development is based on the confidence region resulting from the likelihood ratio criterion, and is patterned after the development of Cook’s univariate DI measure. Influence measures corresponding to the other 3 common multivariate test criteria are presented. Relationships to the measures of Caroni (1987), and Barrett and Ling (1988) are noted. A numerical example is included.

Original language	English (US)
Pages (from-to)	2667-2681
Number of pages	15
Journal	Communications in Statistics - Theory and Methods
Volume	19
Issue number	7
DOIs	https://doi.org/10.1080/03610929008830339
State	Published - 1990

All Science Journal Classification (ASJC) codes

Statistics and Probability

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10.1080/03610929008830339

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title = "Diagnostics for identifying influential cases in manova",

abstract = "Measures of influence of multivariate cases on the estimated parameter matrix in MANOVA are developed. The development is based on the confidence region resulting from the likelihood ratio criterion, and is patterned after the development of Cook{\textquoteright}s univariate DI measure. Influence measures corresponding to the other 3 common multivariate test criteria are presented. Relationships to the measures of Caroni (1987), and Barrett and Ling (1988) are noted. A numerical example is included.",

author = "Kish, {Charles W.} and Chinchilli, {Vernon M.} and Robins, {A. H.}",

year = "1990",

doi = "10.1080/03610929008830339",

language = "English (US)",

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pages = "2667--2681",

journal = "Communications in Statistics - Theory and Methods",

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TY - JOUR

T1 - Diagnostics for identifying influential cases in manova

AU - Kish, Charles W.

AU - Chinchilli, Vernon M.

AU - Robins, A. H.

PY - 1990

Y1 - 1990

N2 - Measures of influence of multivariate cases on the estimated parameter matrix in MANOVA are developed. The development is based on the confidence region resulting from the likelihood ratio criterion, and is patterned after the development of Cook’s univariate DI measure. Influence measures corresponding to the other 3 common multivariate test criteria are presented. Relationships to the measures of Caroni (1987), and Barrett and Ling (1988) are noted. A numerical example is included.

AB - Measures of influence of multivariate cases on the estimated parameter matrix in MANOVA are developed. The development is based on the confidence region resulting from the likelihood ratio criterion, and is patterned after the development of Cook’s univariate DI measure. Influence measures corresponding to the other 3 common multivariate test criteria are presented. Relationships to the measures of Caroni (1987), and Barrett and Ling (1988) are noted. A numerical example is included.

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U2 - 10.1080/03610929008830339

DO - 10.1080/03610929008830339

M3 - Article

AN - SCOPUS:0010873934

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EP - 2681

JO - Communications in Statistics - Theory and Methods

JF - Communications in Statistics - Theory and Methods

IS - 7

ER -

Diagnostics for identifying influential cases in manova

Abstract

All Science Journal Classification (ASJC) codes

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