about NOISE_LEVEL_TO_ADD

[Abolfazl Ziaeemehr]

Hello, 

I hope every one be healthy,

It's about the parameter `noise_level_to_add` in auto_analyser. How can I get some information about why we need this parameter?

Just to clarify suppose one wants to calculate the MI or TE between two time series which come from solving a system of ODE.

Does it mean that we need to add tiny level of noise to the ODE and solve a stochastic differential equation or just add some level of noise to the final time series? 

The system of ODE can be e. g. Kuramoto Model.

I appreciate it to clarify this or introduce me some reference about it.

best, 

Ziaee

[Joseph Lizier]

Dear Zaiee,

Please see this FAQ -- https://github.com/jlizier/jidt/wiki/FAQs#can-the-kraskov-stoegbauer-grassberger-estimator-add-noise-to-the-data

You don't need to add any noise yourself, the estimator will do it for you with the final time series. I would suggest leaving the default value as is.

--joe

Sent from my mobile device

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JIDT homepage: https://github.com/jlizier/jidt
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