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HRDLIČKOVÁ, Z. DOUDOVÁ, L.
Original Title
One-way ANOVA type model with negative binomial distribution.
Type
abstract
Language
English
Original Abstract
The contribution aims at the analysis of statistical data. The distribution of response variable is negative binomial and the parameters of the distribution depend on one covariate. Likelihood ratio, score and Wald statistics are used for comparison of the parameters. Then the power of the used statistical tests is calculated either by simulation or by asymptotic approximation. In addition an example of an application of obtained results in biological data is included. Used algorithms were implemented in Matlab.
Keywords
Negative Binomial Distribution; One-way ANOVA; Power of a test
Authors
HRDLIČKOVÁ, Z.; DOUDOVÁ, L.
Released
19. 6. 2007
Publisher
University of Washington
Location
Seattle, USA
Pages from
25
Pages to
Pages count
1
BibTex
@misc{BUT60598, author="Zuzana {Hübnerová} and Lucie {Doudová}", title="One-way ANOVA type model with negative binomial distribution.", year="2007", pages="25--25", publisher="University of Washington", address="Seattle, USA", note="abstract" }