Abstract:
Statistical tests not changing under an affine change of the coordinate
system are considered in the multivariate analysis.
In the case of a multivariate linear model and a model using the
canonical correlation analysis, these tests
are functions of eigenvalues of matrices following a Wishart distribution.
In this paper we prove the monotonicity property of test power functions
being functions of elementary symmetric polynomials of
eigenvalues of a matrix following a non-central Wishart distribution.
Key words:multivariate analysis, power function, elementary symmetric polynomial, Wishart distribution.