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Digital Library

of the European Council for Modelling and Simulation

 

Title:

Modelling Of Statistical Fluctuations Of Information Flows By Mixtures Of Gamma Distributions

Authors:

Andrey Gorshenin, Victor Korolev

Published in:

 

(2013).ECMS 2013 Proceedings edited by: W. Rekdalsbakken, R. T. Bye, H. Zhang  European Council for Modeling and Simulation. doi:10.7148/2013

 

ISBN: 978-0-9564944-6-7

 

27th European Conference on Modelling and Simulation,

Aalesund, Norway, May 27th – 30th, 2013

 

Citation format:

Andrey Gorshenin, Victor Korolev (2013). Modelling Of Statistical Fluctuations Of Information Flows By Mixtures Of Gamma Distributions, ECMS 2013 Proceedings edited by: W. Rekdalsbakken, R. T. Bye, H. Zhang, European Council for Modeling and Simulation. doi:10.7148/2013-0569

 

DOI:

http://dx.doi.org/10.7148/2013-0569

Abstract:

The paper describes statistical approach to the analysis of traffic of information flows. Stochastic structure of traffic process can be modelled by finite probability mixtures, e.g., mixtures of gamma distributions. The approach is demonstrated on real data from the official website of the Russian Academy of Sciences.

Full text: