Assessing Poisson and Logistic Regression Models Using Smooth Tests

Authors

Paul Rippon, University of Newcastle
John Rayner, University of NewcastleFollow

Document Type

Conference Paper

Publication Date

2011

Publication Details

Rippon, Paul; and Rayner, John, Assessing Poisson and Logistic Regression Models Using Smooth Tests, Proceedings of the Fourth Annual ASEARC Conference, 17-18 February 2011, University of Western Sydney, Paramatta, Australia.

Abstract

The smooth testing approach described in [2] has been used to develop a test of the distributional assumption for generalized linear models. Application of the test to help assess Poisson and logistic regression models is discussed. Power is compared to other common tests.