convergent cross mapping

CCM, L and M causality
1.2K Downloads
Updated 25 Aug 2016

View License

ref.: http://arxiv.org/abs/1511.00505
Convergent cross mapping algorithm from:
Sugihara, George, et al., Detecting Causality in Complex Ecosystems, Science 26 October 2012, Vol. 338, no. 6106, pp. 496-500.
for detecting causality.
+ L and M causality.
SugiLM - predict values based on historical data
SugiLM1 - predict values based on all available data
Sugi - same as SugiLM1, but without L and M (faster than SugiLM1)

Cite As

Jozef Jakubik (2024). convergent cross mapping (https://www.mathworks.com/matlabcentral/fileexchange/52964-convergent-cross-mapping), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2015b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Tags Add Tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Published Release Notes
1.3.0.0

add Sugi (see description)
.
corrected typo in example function

1.2.0.0

+ reference
description added
+ algorithm modification

1.1.0.0

+ function CCM

1.0.0.0