Title of article :
A trivariate chi-squared distribution derived from the complex Wishart distribution
Author/Authors :
Hagedorn، نويسنده , , M. and Smith، نويسنده , , P.J. and Bones، نويسنده , , P.J. and Millane، نويسنده , , R.P. and Pairman، نويسنده , , D.، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2006
Pages :
20
From page :
655
To page :
674
Abstract :
The joint density for a particular trivariate chi-squared distribution given by the diagonal elements of a complex Wishart matrix is derived. This distribution has applications in the processing of multilook synthetic aperture radar data. The expression for the density is in the form of an infinite series that converges rapidly and is simple and fast to compute. The expression is shown to reduce to known forms for a number of special cases and is validated by simulation. The characteristic function is also derived and used to relate joint moments of the trivariate distribution to the parameters of the density function.
Journal title :
Journal of Multivariate Analysis
Serial Year :
2006
Journal title :
Journal of Multivariate Analysis
Record number :
1558379
Link To Document :
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