DocumentCode :
1019890
Title :
Distributions of particle displacements via higher-order moment functions
Author :
Brillinger, D.R.
Author_Institution :
Dept. of Stat., California Univ., Berkeley, CA, USA
Volume :
140
Issue :
6
fYear :
1993
fDate :
12/1/1993 12:00:00 AM
Firstpage :
390
Lastpage :
394
Abstract :
Discusses phenomena that are moving and developing in time. Indistinguishable particles are displaced independently, with successive displacements possibly correlated. The author estimates the joint probability distribution of those displacements. It is shown how this may be done via estimates of higher-order cumulant densities and spectra. The results simplify for the case that the original placements of the particles are homogeneous Poisson. It is found that the cumulant density is essentially the probability density
Keywords :
estimation theory; probability; signal processing; statistics; cumulant densities; higher-order moment functions; homogeneous Poisson; joint probability distribution; particle displacement distributions; probability density; spectra;
fLanguage :
English
Journal_Title :
Radar and Signal Processing, IEE Proceedings F
Publisher :
iet
ISSN :
0956-375X
Type :
jour
Filename :
260138
Link To Document :
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