Regression transformation diagnostics in transform-both-sides model
We present two methods for regression transformation diagnostics in the transform-both-sides model (see Carrol and Ruppert, 1984, 1987; Hinkley and Wang, 1988). One is based on the likelihood displacement proposed by Cook and Weisberg (1982) for assessing the influence of individual cases on the maximum likelihood estimator of a transformation parameter; the other is based on the local influence proposed by Cook (1986) for assessing the influence of small perturbations on the transformation parameter estimator.
Year of publication: |
1993
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Authors: | Shih, Jian-Qing |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 16.1993, 5, p. 411-420
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Publisher: |
Elsevier |
Keywords: | Likelihood displacement local influence perturbations regression diagnostic transform-both-sides model |
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