Publication result detail

Powers of Test in Two-way ANOVA Type Model with General Distribtuion from the Exponential Class

HRDLIČKOVÁ, Z.

Original Title

Powers of Test in Two-way ANOVA Type Model with General Distribtuion from the Exponential Class

English Title

Powers of Test in Two-way ANOVA Type Model with General Distribtuion from the Exponential Class

Type

Abstract

Original Abstract

The asymptotic powers of the tests employed in generalized linear models for comparison of the population means affected by two factors (two-way ANOVA type models) and based on scale deviance statistics or score statistics are considered in the paper. The algorithm for calculation of the asymptotic power of the above mentioned tests 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. Finally, obtained results are applied to medical data for finding the suitable experimental design.

English abstract

The asymptotic powers of the tests employed in generalized linear models for comparison of the population means affected by two factors (two-way ANOVA type models) and based on scale deviance statistics or score statistics are considered in the paper. The algorithm for calculation of the asymptotic power of the above mentioned tests 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. Finally, obtained results are applied to medical data for finding the suitable experimental design.

Keywords

power, ANOVA, MGLM

Key words in English

power, ANOVA, MGLM

Authors

HRDLIČKOVÁ, Z.

Released

01.01.2005

Publisher

University of Oslo

Location

Oslo, Norway

Book

25th European Meeting of Statisticians, 24--28 July 2005, Oslo Norway, Final Programme and Abstracts

Pages from

476

Pages to

476

Pages count

1

BibTex

@misc{BUT60336,
  author="Zuzana {Hübnerová}",
  title="Powers of Test in Two-way ANOVA Type Model with General Distribtuion from the Exponential Class",
  booktitle="25th European Meeting of Statisticians, 24--28 July 2005, Oslo Norway, Final Programme and Abstracts",
  year="2005",
  pages="476--476",
  publisher="University of Oslo",
  address="Oslo, Norway",
  note="Abstract"
}