SYMMETRY GROUPS AND INVARIANT STATISTICAL TESTS FOR FAMILIES OF MULTIVARIATE GAUSSIAN DISTRIBUTIONS

1987 ◽  
pp. 335-338
Keyword(s):  
Statistical Tests ◽  
Symmetry Groups ◽  
Gaussian Distributions ◽  
Multivariate Gaussian

KL Divergence Based Person Re-identification Using Multivariate Gaussian Distributions

2017 ◽  
Author(s):  
Hongyuan Wang ◽  
Zongyuan Ding ◽  
Tongguang Ni ◽  
Fuhua Chen
Keyword(s):  
Gaussian Distributions ◽  
Kl Divergence ◽  
Multivariate Gaussian

scholarly journals Testing the mutual information expansion of entropy with multivariate Gaussian distributions

2017 ◽  
Vol 147 (22) ◽  
pp. 224102 ◽  
Author(s):  
Martin Goethe ◽  
Ignacio Fita ◽  
J. Miguel Rubi
Keyword(s):  
Mutual Information ◽  
Gaussian Distributions ◽  
Multivariate Gaussian

Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions

2014 ◽  
Vol 36 (2) ◽  
pp. A588-A608 ◽  
Author(s):  
Edmond Chow ◽  
Yousef Saad
Keyword(s):  
Krylov Subspace ◽  
Krylov Subspace Methods ◽  
Subspace Methods ◽  
Gaussian Distributions ◽  
Multivariate Gaussian

scholarly journals Null distribution of multiple correlation coefficient under mixture normal model

2002 ◽  
Vol 30 (4) ◽  
pp. 249-255 ◽  
Author(s):  
Hydar Ali ◽  
Daya K. Nagar
Keyword(s):  
Correlation Coefficient ◽  
Mellin Transform ◽  
Statistical Tests ◽  
Null Distribution ◽  
Multiple Correlation Coefficient ◽  
Normal Model ◽  
Multiple Correlation ◽  
Multivariate Gaussian ◽  
Regression Problems

The multiple correlation coefficient is used in a large variety of statistical tests and regression problems. In this article, we derive the null distribution of the square of the sample multiple correlation coefficient,R2, when a sample is drawn from a mixture of two multivariate Gaussian populations. The moments of1−R2and inverse Mellin transform have been used to derive the density ofR2.

Calculation of Bayes' Recognition Error for Two Multivariate Gaussian Distributions

1969 ◽  
Vol C-18 (3) ◽  
pp. 220-229 ◽  
Author(s):  
K. Fukunaga ◽  
T.F. Krile
Keyword(s):  
Gaussian Distributions ◽  
Recognition Error ◽  
Multivariate Gaussian

Generalized variance statistic in the testing of hypothesis in complex multivariate Gaussian distributions

1983 ◽  
Vol 41 (6) ◽  
pp. 538-543 ◽  
Author(s):  
M. Behara ◽  
N. Giri
Keyword(s):  
Gaussian Distributions ◽  
Generalized Variance ◽  
Multivariate Gaussian
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