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Assessing influence on the goodness-of-link in generalized linear models

Lee, Andy H. and Zhao, Yuejen (1997). Assessing influence on the goodness-of-link in generalized linear models. Statistics and Probability Letters,31(4):351-358.

Document type: Journal Article
Citation counts: Scopus Citation Count Cited 5 times in Scopus Article | Citations

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Title Assessing influence on the goodness-of-link in generalized linear models
Author Lee, Andy H.
Zhao, Yuejen
Journal Name Statistics and Probability Letters
Publication Date 1997
Volume Number 31
Issue Number 4
ISSN 0167-7152   (check CDU catalogue open catalogue search in new window)
Scopus ID 2-s2.0-0031066779
Start Page 351
End Page 358
Total Pages 8
Place of Publication Netherlands
Publisher Elsevier BV * North-Holland
Abstract The evidence for a hypothesized link function in a generalized linear model may depend crucially on one or a few observations. Global and local influence diagnostics are proposed to assess influence on the goodness-of-link test. It is found that the local influence method can reveal influential observations on the link even when masking is present.
Keywords Goodness-of-link test
Local influence
Masking
Partial influence
DOI http://dx.doi.org/10.1016/S0167-7152(96)00049-1   (check subscription with CDU E-Gateway service for CDU Staff and Students  check subscription with CDU E-Gateway in new window)
 
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Created: Fri, 29 Aug 2014, 20:12:12 CST by Anthony Hornby