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Assessing Poisson and logistic regression models using smooth tests

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conference contribution
posted on 2025-05-09, 07:53 authored by Paul Rippon, John RaynerJohn Rayner
A smooth testing approach has been used to develop a test of the distributional assumption for generalized linear models. Application of this test to help assess Poisson and logistic regression models is discussed in this paper and power is compared to some common tests.

History

Source title

Proceedings of the 4th Applied Statistics Education and Research Collaboration (ASEARC) Conference

Name of conference

4th Applied Statistics Education and Research Collaboration (ASEARC) Conference

Location

Parramatta, N.S.W.

Start date

2011-02-17

End date

2011-02-18

Pagination

47-50

Publisher

University of Wollongong (CSSM)

Place published

Wollongong, N.S.W.

Language

  • en, English

College/Research Centre

Faculty of Engineering and Built Environment

School

School of Mathematical and Physical Sciences

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