Title of article :
Multivariate quadratic forms of random vectors
Author/Authors :
Blacher، نويسنده , , René، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2003
Pages :
22
From page :
2
To page :
23
Abstract :
We obtain the distribution of the sum of n random vectors and the distribution of their quadratic forms: their densities are expanded in series of Hermite and Laguerre polynomials. We do not suppose that these vectors are independent. In particular, we apply these results to multivariate quadratic forms of Gaussian vectors. We obtain also their densities expanded in Mac Laurin series or in the form of an integral. By this last result, we introduce a new method of computation which can be much simpler than the previously known techniques. In particular, we introduce a new method in the very classical univariate case. We remark that we do not assume the independence of normal variables.
Keywords :
Laguerre polynomials , Gaussian vectors , Moments , Fourier transforms , Quadratic forms , Hermite polynomials
Journal title :
Journal of Multivariate Analysis
Serial Year :
2003
Journal title :
Journal of Multivariate Analysis
Record number :
1557914
Link To Document :
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