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A score test for detection of outliers in generalized linear models
- Issue Date
- Feb-2004
- Publisher
- 한국데이터정보과학회
- Keywords
- Generalized linear model; Likelihood ratio test; Outlier; Score test; Generalized linear model; Likelihood ratio test; Outlier; Score test
- Citation
- 한국데이터정보과학회지, v.15, no.1, pp 129 - 139
- Pages
- 11
- Journal Title
- 한국데이터정보과학회지
- Volume
- 15
- Number
- 1
- Start Page
- 129
- End Page
- 139
- ISSN
- 1598-9402
- Abstract
- We consider the problem of testing for outliers in generalized linear model. We proceed by first specifying a mean shift outlier model, assuming the suspect set of ourliers is known. Given this model, we discuss standard approaches to obtaining score test for outliers as an alternative to the likelihood ratio test.
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