Time Series Analysis

Crash course on

time-series analysis:

deterministic vs probabilistic methods

Lecture 1 - Slides here - Codes and Data - Exercises

Lecture 2 - Slides here - Codes and Data - Exercises

Lecture 3 - Slides here - Codes and Data - Exercises

All lectures

Link to MVGC toolbox, developed by Barett and Seth

Paper to JIDT for information-theoretic approaches, developed by Joseph Lizier and github

ESN Granger causality: https://github.com/andreaduggento/EchoState-GrangerCausality

https://www.biorxiv.org/content/10.1101/651679v1.full.pdf

Link to the NonLinTool Page