Distribution of LRC for testing sphericity of a complex multivariate Gaussian model

In this paper, exact null distribution of the likelihood ratio criterion for testing sphericity structure in a complex multivariate normal covariance matrix is obtained in computable series form. The method of inverse Mellin transform and contour integration has been used. Certain special cases are...

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Main Authors: D. K. Nagar, S. K. Jain, A. K. Gupta
Format: Article
Language:English
Published: Wiley 1985-01-01
Series:International Journal of Mathematics and Mathematical Sciences
Subjects:
Online Access:http://dx.doi.org/10.1155/S0161171285000606
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author D. K. Nagar
S. K. Jain
A. K. Gupta
author_facet D. K. Nagar
S. K. Jain
A. K. Gupta
author_sort D. K. Nagar
collection DOAJ
description In this paper, exact null distribution of the likelihood ratio criterion for testing sphericity structure in a complex multivariate normal covariance matrix is obtained in computable series form. The method of inverse Mellin transform and contour integration has been used. Certain special cases are given explicitly in terms of the hypergeometric functions.
format Article
id doaj-art-91f19dd475464b3895f4b917059d9aca
institution Kabale University
issn 0161-1712
1687-0425
language English
publishDate 1985-01-01
publisher Wiley
record_format Article
series International Journal of Mathematics and Mathematical Sciences
spelling doaj-art-91f19dd475464b3895f4b917059d9aca2025-02-03T06:44:35ZengWileyInternational Journal of Mathematics and Mathematical Sciences0161-17121687-04251985-01-018355556210.1155/S0161171285000606Distribution of LRC for testing sphericity of a complex multivariate Gaussian modelD. K. Nagar0S. K. Jain1A. K. Gupta2Department of Statistics, University of Rajasthan, Jaipur, Rajasthan, IndiaDepartment of Statistics, University of Rajasthan, Jaipur, Rajasthan, IndiaDepartment of Mathematics and Statistics, Bowling Green State University, Bowling Green, Ohio 43403, USAIn this paper, exact null distribution of the likelihood ratio criterion for testing sphericity structure in a complex multivariate normal covariance matrix is obtained in computable series form. The method of inverse Mellin transform and contour integration has been used. Certain special cases are given explicitly in terms of the hypergeometric functions.http://dx.doi.org/10.1155/S0161171285000606exact distributionmomentsinverse Mellin transformseries representationMeijer's G-function.
spellingShingle D. K. Nagar
S. K. Jain
A. K. Gupta
Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
International Journal of Mathematics and Mathematical Sciences
exact distribution
moments
inverse Mellin transform
series representation
Meijer's G-function.
title Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
title_full Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
title_fullStr Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
title_full_unstemmed Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
title_short Distribution of LRC for testing sphericity of a complex multivariate Gaussian model
title_sort distribution of lrc for testing sphericity of a complex multivariate gaussian model
topic exact distribution
moments
inverse Mellin transform
series representation
Meijer's G-function.
url http://dx.doi.org/10.1155/S0161171285000606
work_keys_str_mv AT dknagar distributionoflrcfortestingsphericityofacomplexmultivariategaussianmodel
AT skjain distributionoflrcfortestingsphericityofacomplexmultivariategaussianmodel
AT akgupta distributionoflrcfortestingsphericityofacomplexmultivariategaussianmodel