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Exact Inference for the Dispersion Matrix

We develop a new and novel exact permutation test for prespecified correlation structures such as compound symmetry or spherical structures under standard assumptions. The key feature of the work contained in this note is the distribution free aspect of our procedures that frees us from the standard...

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Detalles Bibliográficos
Autores principales: Hutson, Alan D., Wilding, Gregory E., Yu, Jihnhee, Vexler, Albert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811632/
https://www.ncbi.nlm.nih.gov/pubmed/27034974
http://dx.doi.org/10.1155/2014/432805
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author Hutson, Alan D.
Wilding, Gregory E.
Yu, Jihnhee
Vexler, Albert
author_facet Hutson, Alan D.
Wilding, Gregory E.
Yu, Jihnhee
Vexler, Albert
author_sort Hutson, Alan D.
collection PubMed
description We develop a new and novel exact permutation test for prespecified correlation structures such as compound symmetry or spherical structures under standard assumptions. The key feature of the work contained in this note is the distribution free aspect of our procedures that frees us from the standard and sometimes unrealistic multivariate normality constraint commonly needed for other methods.
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spelling pubmed-48116322016-03-29 Exact Inference for the Dispersion Matrix Hutson, Alan D. Wilding, Gregory E. Yu, Jihnhee Vexler, Albert Adv Stat Article We develop a new and novel exact permutation test for prespecified correlation structures such as compound symmetry or spherical structures under standard assumptions. The key feature of the work contained in this note is the distribution free aspect of our procedures that frees us from the standard and sometimes unrealistic multivariate normality constraint commonly needed for other methods. 2014-09-14 2014 /pmc/articles/PMC4811632/ /pubmed/27034974 http://dx.doi.org/10.1155/2014/432805 Text en http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Hutson, Alan D.
Wilding, Gregory E.
Yu, Jihnhee
Vexler, Albert
Exact Inference for the Dispersion Matrix
title Exact Inference for the Dispersion Matrix
title_full Exact Inference for the Dispersion Matrix
title_fullStr Exact Inference for the Dispersion Matrix
title_full_unstemmed Exact Inference for the Dispersion Matrix
title_short Exact Inference for the Dispersion Matrix
title_sort exact inference for the dispersion matrix
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811632/
https://www.ncbi.nlm.nih.gov/pubmed/27034974
http://dx.doi.org/10.1155/2014/432805
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