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Goodness of Link Tests for Generalized Linear Models

Daryl Pregibon
Journal of the Royal Statistical Society. Series C (Applied Statistics)
Vol. 29, No. 1 (1980), pp. 15-23, 14
Published by: Wiley for the Royal Statistical Society
DOI: 10.2307/2346405
Stable URL: http://www.jstor.org/stable/2346405
Page Count: 10
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Goodness of Link Tests for Generalized Linear Models
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Abstract

Data analytic procedures are proposed to examine the adequacy of the hypothesized link used in fitting a generalized linear model. Through model expansion and linearization, tests and estimation techniques are provided. These procedures, along with the release of GLIM3, enable the user to examine routinely and objectively the fit of an hypothesized model. Examples are presented to illustrate the testing and fitting procedure.

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