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HRDLIČKOVÁ, Z.
Original Title
Power of the Test in One-way ANOVA Type Model with Poisson Distributed Variables
Type
conference paper
Language
English
Original Abstract
If an influence of a single factor on Poisson distributed variables is examined, the generalized linear model can be applied. In this paper the power of the test based on the deviances of corresponding basic model and its submodel is investigated. The asymptotic power of the test based on an approximation of considered test statistic is derived. Afterwards an approximation of this power function is compared with simulated power of the test based on the deviance. Simulated significance level is presented as well. In addition an example of application is included.
Keywords
Generalized linear model, Power function, One-way ANOVA, Poisson distribution
Authors
Released
1. 1. 2004
Publisher
Masaryk University Brno
Location
Brno
ISBN
80-210-3564-1
Book
Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15
Pages from
123
Pages to
136
Pages count
14
BibTex
@inproceedings{BUT18170, author="Zuzana {Hübnerová}", title="Power of the Test in One-way ANOVA Type Model with Poisson Distributed Variables", booktitle="Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15", year="2004", pages="123--136", publisher="Masaryk University Brno", address="Brno", isbn="80-210-3564-1" }