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


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Reference manual

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install.packages("earlywarnings")

1.0.59 by Vasilis Dakos, 4 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