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Detail publikace
HRDLIČKOVÁ, Z.
Originální název
Powers of Anova Tests for Variables with General Distribution from Exponential Class
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
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
power function, exponential class of distributions, generalized linear model, ANOVA type mode
Autoři
Vydáno
1. 1. 2004
Nakladatel
USDA Forest Service
Místo
USA
Strany počet
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" }