DocumentCode
3185605
Title
Information of Joint and Marginal Probability Distributions
Author
Ziha, Kalman
Author_Institution
Fac. of Mech. Eng. & Naval Archit., Zagreb
fYear
2007
fDate
25-28 June 2007
Firstpage
203
Lastpage
206
Abstract
The paper in the first place reviews the information and the uncertainty measures of joint and marginal probability distributions of the sets and subsets of random events. Next it reminds on the relations of the unconditional and conditional entropy of joint and marginal distributions and their combinations. Then it elaborates the ways how these measures can be applied in the sea surface uncertainty evaluation, that is, how to gain the information from the wave properties visually observed and brought together in the global wave statistics. Furthermore, the examples offered demonstrate the computational procedures for the sea surface uncertainty evaluation and prospective usefulness of the information obtainable from the joint and marginal distributions of observed explicit and combined wave properties.
Keywords
geophysical techniques; geophysics computing; random processes; set theory; statistical distributions; uncertainty handling; conditional entropy; global wave statistics; joint probability distribution; marginal probability distribution; random events; sea surface uncertainty evaluation; subsets; uncertainty measures; unconditional entropy; Distributed computing; Entropy; Information theory; Probability distribution; Scattering; Sea measurements; Sea surface; Statistical distributions; Surface waves; Uncertainty; Global Wave Statistics; entropy; information; probability; uncertainty; waves;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology Interfaces, 2007. ITI 2007. 29th International Conference on
Conference_Location
Cavtat
ISSN
1330-1012
Print_ISBN
953-7138-10-0
Electronic_ISBN
1330-1012
Type
conf
DOI
10.1109/ITI.2007.4283770
Filename
4283770
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