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Simulate a Hawkes process

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Simulate a Hawkes process

by Dimitri Shvorob

 

12 Dec 2007 (Updated 13 Dec 2007)

(and visualize it)

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Description

The submission considers first-order exponential-decay Hawkes processes with constant unconditional intensities, and presents

a) a calculation of point-time intensities for constituent series of a multivariate process;

b) a plotting function visualizing intensity dynamics and event occurrences of a multivariate process;

c) a *univariate* process simulator, based on Algorithm 1 of Bravaccino (2004, p. 80). A multivariate simulator is desired, and collaboration is enthusiastically welcomed.

Acknowledgements

The author wishes to acknowledge the following in the creation of this submission:
Estimation and Simulation of ACD models in MatLab

MATLAB release MATLAB 7.2 (R2006a)
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Comments and Ratings (2)
05 Jun 2008 Antonio Brice;o

Hello. Thanks for your code, is very usefull, because I have the need to create synthetic data for work with optimzation. Have you ever been working in the optimization?

01 May 2010 Yijia Zhou

I've download several files of yours. They are very useful. Thank you. Do you work in the area of quantitative finance?

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Updates
13 Dec 2007

cosmetic revision

Tag Activity for this File
Tag Applied By Date/Time
statistics Dimitri Shvorob 22 Oct 2008 09:39:07
probability Dimitri Shvorob 22 Oct 2008 09:39:07
hawkes intensity point Dimitri Shvorob 22 Oct 2008 09:39:07
hawkes intensity point Khalil 25 Mar 2011 10:30:30
probability Khalil 25 Mar 2011 10:30:35
statistics Khalil 25 Mar 2011 10:30:37

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