Early Warning Signals Toolbox for Detecting Critical Transitions in Timeseries

The Early-Warning-Signals Toolbox provides methods for estimating statistical changes in timeseries that can be used for identifying nearby critical transitions. Based on Dakos et al (2012) Methods for Detecting Early Warnings of Critical Transitions in Time Series Illustrated Using Simulated Ecological Data. PLoS ONE 7(7):e41010


Reference manual

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1.0.59 by Vasilis Dakos, 3 years ago

http://www.early-warning-signals.org, http://vasilisdakos.wordpress.com

Browse source code at https://github.com/cran/earlywarnings

Authors: Vasilis Dakos <vasilis.dakos@gmail.com>, with contributions from S.R. Carpenter, T. Cline, L. Lahti

Documentation:   PDF Manual  

Task views: Time Series Analysis

FreeBSD license

Imports fields, nortest, quadprog, Kendall, KernSmooth, lmtest, som, spam, stats

Depends on ggplot2, moments, tgp, tseries

Suggested by spaero.

See at CRAN