The likelihood displacement: A unifying principle for influence measures

R. Dennis Cook

doi:10.1080/03610928808829645

The likelihood displacement: A unifying principle for influence measures

R. Dennis Cook

Statistics (Twin Cities)

Research output: Contribution to journal › Article › peer-review

37 Scopus citations

Abstract

The young field of statistical diagnostics has produced an array of competing statistics for measuring the influence of individual cases. Two of the most popular measures for linear regression are Cook's (1977) D. and Belsley, Kuh and Welsch's (1980) DFFITS_i. Using the likelihood displacement (Cook and Weisberg 1982) as a unifying concept, these two measures are compared. © 1988, Taylor & Francis Group, LLC. All rights reserved.

Original language	English (US)
Pages (from-to)	623-640
Number of pages	18
Journal	Communications in Statistics - Theory and Methods
Volume	17
Issue number	3
DOIs	https://doi.org/10.1080/03610928808829645
State	Published - 1988

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title = "The likelihood displacement: A unifying principle for influence measures",

abstract = "The young field of statistical diagnostics has produced an array of competing statistics for measuring the influence of individual cases. Two of the most popular measures for linear regression are Cook's (1977) D. and Belsley, Kuh and Welsch's (1980) DFFITSi. Using the likelihood displacement (Cook and Weisberg 1982) as a unifying concept, these two measures are compared. {\textcopyright} 1988, Taylor \& Francis Group, LLC. All rights reserved.",

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AB - The young field of statistical diagnostics has produced an array of competing statistics for measuring the influence of individual cases. Two of the most popular measures for linear regression are Cook's (1977) D. and Belsley, Kuh and Welsch's (1980) DFFITSi. Using the likelihood displacement (Cook and Weisberg 1982) as a unifying concept, these two measures are compared. © 1988, Taylor & Francis Group, LLC. All rights reserved.

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EP - 640

JO - Communications in Statistics - Theory and Methods

JF - Communications in Statistics - Theory and Methods

IS - 3

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The likelihood displacement: A unifying principle for influence measures

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