About: Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model

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Description	The test of an equality of expected values of response vectors in one-way MANOVA type multivariate generalized linear models can be based on deviance or score statistic. This paper aims at approximation of the power of these tests under local alternatives. As indicated by presented simulation study, these approximations perform well over a wide range of models and sample sizes. Approximation of the power of these tests based on a noncentral chi-square distribution derived by Fahrmeir [Fahrmeir, L., 1987. Asymptotic testing theory for generalized linear models. Statistics 18 (1), 65-76] is considered for comparison in the simulation study. The approximation derived in this paper performs better for small sample sizes. The simulation study also provides comparison of the considered tests. The test of an equality of expected values of response vectors in one-way MANOVA type multivariate generalized linear models can be based on deviance or score statistic. This paper aims at approximation of the power of these tests under local alternatives. As indicated by presented simulation study, these approximations perform well over a wide range of models and sample sizes. Approximation of the power of these tests based on a noncentral chi-square distribution derived by Fahrmeir [Fahrmeir, L., 1987. Asymptotic testing theory for generalized linear models. Statistics 18 (1), 65-76] is considered for comparison in the simulation study. The approximation derived in this paper performs better for small sample sizes. The simulation study also provides comparison of the considered tests. (en)
Title	Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model (en)
skos:prefLabel	Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model (en)
skos:notation	RIV/00216305:26210/08:PU73161!RIV11-MSM-26210___
http://linked.open...avai/riv/aktivita	P V
http://linked.open...avai/riv/aktivity	P(1M06047), V
http://linked.open...iv/cisloPeriodika	8
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Hrdličková, Zuzana
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	356876
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/08:PU73161
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Multivariate generalized linear model, Deviance, Score statistic, Power One-way MANOVA, One-way ANOVA (en)
http://linked.open.../riv/klicoveSlovo	Deviance Multivariate generalized linear model One-way ANOVA Power One-way MANOVA Score statistic
http://linked.open...odStatuVydavatele	NL - Nizozemsko
http://linked.open...ontrolniKodProRIV	[5BF32E7E2A9C]
http://linked.open...i/riv/nazevZdroje	COMPUTATIONAL STATISTICS & DATA ANALYSIS
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Research Center for Quality and Reliability of Production
http://linked.open...UplatneniVysledku	2008
http://linked.open...v/svazekPeriodika	52
http://linked.open...iv/tvurceVysledku	Hübnerová, Zuzana
issn	0167-9473
number of pages	17 (xsd:int)
http://localhost/t...ganizacniJednotka	26210
is http://linked.open...avai/riv/vysledek of	Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model

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