Title of article :
From moments of sum to moments of product
Author/Authors :
Kan، نويسنده , , Raymond، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2008
Pages :
13
From page :
542
To page :
554
Abstract :
We provide an identity that relates the moment of a product of random variables to the moments of different linear combinations of the random variables. Applying this identity, we obtain new formulae for the expectation of the product of normally distributed random variables and the product of quadratic forms in normally distributed random variables. In addition, we generalize the formulae to the case of multivariate elliptically distributed random variables. Unlike existing formulae in the literature, our new formulae are extremely efficient for computational purposes.
Keywords :
Product of random variables , Product of quadratic forms , Moments of product
Journal title :
Journal of Multivariate Analysis
Serial Year :
2008
Journal title :
Journal of Multivariate Analysis
Record number :
1558858
Link To Document :
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