Collinearity in generalized linear models

The concept of collinearity for generalized linear models is introduced and compared to that for standard linear models. Two approaches for detecting collinearity are presented and shown to lead to the same diagnostic procedure. These are analysed for the Poisson, gamma, inverse Gaussian, pth order,...

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Bibliographic Details
Main Author: Mackinnon, Murray J.
Language:English
Published: University of British Columbia 2010
Online Access:http://hdl.handle.net/2429/25711