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Nonlinear time series analysis in a nutshell (RRID:SCR_001665)
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URL: http://www.dtic.upf.edu/~ralph/scb/

Proper Citation: Nonlinear time series analysis in a nutshell (RRID:SCR_001665)

Description: THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 23, 2022. Source code that allows you to calculate the different measures used in Andrzejak RG (2011): Nonlinear time series analysis in a nutshell, http://www.dtic.upf.edu/~ralph/Kansas3.pdf. In: Osorio I, Zaveri H, Frei M, Arthurs S (eds.) Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, and Engineering. CRC Press, Taylor & Francis Group, 125-138. http://www.taylorandfrancis.com/books/details/9781439838853/ The files allow you to calculate the nonlinear prediction error from some time series, you can generate a time series of an autoregressive process of order one and integrate the differential equation of the Lorenz dynamics.

Abbreviations: Nonlinear time series analysis in a nutshell

Resource Type: source code, software resource

Defining Citation: PMID:11690111

Keywords: time series, epilepsy, focal, seizure, nonlinear prediction error, squared distancematrix, embedding vector, autoregressive process, runge-kutta integrator, lorenz dynamics, randomized surrogate

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