Publication detail

One-way ANOVA type model with negative binomial distribution.

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

25

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"
}