Ralph G Andrzejak

Lecture Nonlinear time series analysis in a nutshell

Manuscript: Andrzejak RG (2011): Nonlinear time series analysis in a nutshell. 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.

Scripts

              [Readme]

              [Nonlinear prediction error]

              [Squared Distancematrix]

              [Forming embedding vectors]

              [Autoregressive Process of order one]

              [Simple Runge-Kutta Integrator]

              [Differential Equation of Lorenz dynamics]

              [Generating phase randomized surrogates]

Example time series

              [focal1]

              [focal2]

              [seizure1]

              [open]

              [closed]