Testing of Multivariate Repeated Measures Data with Block Exchangeable Covariance Structure

Ivan Žežula; Daniel Klein; Anuradha Roy

doi:10.1007/978-3-030-75494-5_9

Testing of Multivariate Repeated Measures Data with Block Exchangeable Covariance Structure

Ivan Žežula^*, Daniel Klein, Anuradha Roy

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

Abstract

The article contains a review of hypothesis testing of mean vectors in normal populations for multivariate repeated measures data on q response variables at p sites or time points with the block exchangeable covariance matrix structure. Some simulation studies are performed to compare the power of the tests.

Original language	English
Title of host publication	Multivariate, Multilinear and Mixed Linear Models
Editors	Katarzyna Filipiak, Augustyn Markiewicz, Dietrich von Rosen
Place of Publication	Cham
Publisher	Springer
Chapter	9
Pages	233-252
ISBN (Electronic)	978-3-030-75494-5
ISBN (Print)	978-3-030-75493-8, 978-3-030-75496-9
DOIs	https://doi.org/10.1007/978-3-030-75494-5_9
Publication status	Published - 2-Oct-2021
Externally published	Yes

Publication series

Name	Contributions to Statistics
ISSN (Print)	1431-1968

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title = "Testing of Multivariate Repeated Measures Data with Block Exchangeable Covariance Structure",

abstract = "The article contains a review of hypothesis testing of mean vectors in normal populations for multivariate repeated measures data on q response variables at p sites or time points with the block exchangeable covariance matrix structure. Some simulation studies are performed to compare the power of the tests.",

author = "Ivan {\v Z}e{\v z}ula and Daniel Klein and Anuradha Roy",

year = "2021",

month = oct,

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doi = "10.1007/978-3-030-75494-5_9",

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series = "Contributions to Statistics",

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editor = "Katarzyna Filipiak and Augustyn Markiewicz and {von Rosen}, Dietrich",

booktitle = "Multivariate, Multilinear and Mixed Linear Models",

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Testing of Multivariate Repeated Measures Data with Block Exchangeable Covariance Structure. / Žežula, Ivan ; Klein, Daniel; Roy, Anuradha.
Multivariate, Multilinear and Mixed Linear Models. ed. / Katarzyna Filipiak; Augustyn Markiewicz; Dietrich von Rosen. Cham: Springer, 2021. p. 233-252 (Contributions to Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

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AU - Klein, Daniel

AU - Roy, Anuradha

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AB - The article contains a review of hypothesis testing of mean vectors in normal populations for multivariate repeated measures data on q response variables at p sites or time points with the block exchangeable covariance matrix structure. Some simulation studies are performed to compare the power of the tests.

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Testing of Multivariate Repeated Measures Data with Block Exchangeable Covariance Structure

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