Diagnostics for identifying influential cases in manova

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

Research output: Contribution to journalArticle

6 Citations (Scopus)

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 languageEnglish (US)
Pages (from-to)2667-2681
Number of pages15
JournalCommunications in Statistics - Theory and Methods
Volume19
Issue number7
DOIs
StatePublished - Jan 1 1990

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Multivariate Analysis of Variance
Diagnostics
Likelihood Ratio Criterion
Multivariate Tests
Confidence Region
Univariate
Numerical Examples
Influence

All Science Journal Classification (ASJC) codes

  • Statistics and Probability

Cite this

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Diagnostics for identifying influential cases in manova. / Kish, Charles W.; Chinchilli, Vernon; Robins, A. H.

In: Communications in Statistics - Theory and Methods, Vol. 19, No. 7, 01.01.1990, p. 2667-2681.

Research output: Contribution to journalArticle

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