Chaos test
by Ahmed Ben Saïda
13 Jan 2009
(Updated 17 Feb 2009)
A test for chaotic dynamics of a noisy time series based on the Lyapunov exponent.
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| File Information |
| Description |
This test performs the test for chaotic dynamics of a noisy time series based on the Lyapunov exponent. The input is a vector of observed time series which can be stochastic or chaotic, usually time series has noise, so this code tests the positivity of the Lyapunov exponent based on a neural net approximation of the hidden chaotic map. This test computes the Lyapunov exponent using the Jacobian method without any need to specify an ODE or a suspected map giving only a vector of observation.
For a detailed information see my working paper: http://ssrn.com/abstract=970074 |
| Required Products |
GARCH Toolbox
Optimization Toolbox
Statistics Toolbox
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| MATLAB release |
MATLAB 7.4 (R2007a)
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| Updates |
| 17 Feb 2009 |
Added some detailed information in file description. |
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