Detail VaV (18171) ▪ FSI VUT v Brně

Anglický název

Powers of Anova Tests for Variables with General Distribution from Exponential Class

Typ

Stať ve sborníku v databázi WoS či Scopus

Jazyk

en

Originální abstrakt

The asymptotic powers of the test used in generalized linear models for comparison of the population means (ANOVA type models) and based on scale deviance statistics or score statistics are derived in the paper. The algorithm for calculation of the asymptotic power of the above mentioned test is described. This algorithm was computer implemented in MATLAB and used for the comparison of the asymptotic powers with the simulated powers of considered test for small sample sizes (for models with Poisson, gamma, binomial and negative binomial distributed response variables). Finally, obtained results are applied to environmetrical data for finding the suitable experimental design.

Klíčová slova anglicky

power function, exponential class of distributions, generalized linear model, ANOVA type mode

Vydáno

2004-01-01

Nakladatel

USDA Forest Service

Místo

USA

Kniha

The Joint Proceedings of Accuracy 2004 and TIES 2004

Počet stran

8

BIBTEX


@inproceedings{BUT18171,
  author="Zuzana {Hübnerová}",
  title="Powers of Anova Tests for Variables with General Distribution from Exponential Class",
  booktitle="The Joint Proceedings of Accuracy 2004 and TIES 2004",
  year="2004",
  pages="8",
  publisher="USDA Forest Service",
  address="USA"
}