The downloadable INTERACT toolbox contains MATLAB functions to perform the following tasks:
- Setup and integrate model systems for conducting theoretical experiments.
- Extract phase from a time series.
- Construct surrogates of various types.
- Estimate the conditional mutual information functional to detect directionality.
- Compute assorted phase dependence indices (mean phase coherence, conditional probability, ...).
Each script file contains the documentation for the function it provides. The documentation informs the user what parameters should be passed into the function and what operations the function will perform. This should be strictly separated from the concept of time series analysis the function embodies.
Reading the documentation will not enable the user of the toolkit to make informed choices in their particular analysis task. The choice of methods and their application is strongly dependent on the problem domain and character of the time series.
The software below is offered under the terms of the GNU General Public License version 3.
The following terms & conditions apply:
This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see <http://www.gnu.org/licenses/>.
Available versions of the INTERACT toolbox for processing nonlinear time series is offered for download on this page.