Implementation of the Convergent Cross Mapping
This package computes the Convergent Cross Mapping described by Sugihara et al., 2012: “Detecting Causality in Complex Ecosystems”. Science 338: 496–500
This code was adapted from https://github.com/cjbayesian/rccm by Corey Chivers.
Frederic Laliberte, Univerity of Toronto, 2014
The Natural Sciences and Engineering Research Council of Canada (NSERC/CRSNG) funded FBL during this project.
- 0.4: The correlations are computed on the vector at lag 0. Note: this returns to the Sugihara et al. approach.
- Bug fixes with E>2
0.3: The correlations are computed on the lagged vectors. Note: this departs from Sugihara et al.
0.2: Added the capability of analyzing time series limited to a few months per year
0.1: First version