earlywarnings: 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

Author
Vasilis Dakos <vasilis.dakos@gmail.com>, with contributions from S.R. Carpenter, T. Cline, L. Lahti
Date of publication
2014-04-12 23:25:14
Maintainer
Vasilis Dakos <vasilis.dakos@gmail.com>
License
FreeBSD
Version
1.0.59
URLs

View on CRAN

Man pages

bdstest_ews
Description: BDS test Early Warning Signals
ch_ews
Description: Conditional Heteroskedasticity
circulation
circulation data set
ddjnonparam_ews
Description: Drift Diffusion Jump Nonparametrics Early...
find.optima
Description: find.optima
foldbif
foldbif data set
generic_ews
Description: Generic Early Warning Signals
livpotential_ews
Description: Potential Analysis for univariate data
movpotential_ews
Moving Average Potential
PlotPotential
Description: Plot Potential
qda_ews
Description: Quick Detection Analysis for Generic Early...
sensitivity_ews
Description: Sensitivity Early Warning Signals
surrogates_ews
Description: Surrogates Early Warning Signals
UnivariateGrouping
Description: Get group assigment indices for univariate data...
YD2PB_grayscale
YD2PB_grayscale data set

Files in this package

earlywarnings
earlywarnings/inst
earlywarnings/inst/CITATION
earlywarnings/NAMESPACE
earlywarnings/data
earlywarnings/data/foldbif.rda
earlywarnings/data/circulation.rda
earlywarnings/data/YD2PB_grayscale.rda
earlywarnings/R
earlywarnings/R/ch_ews.R
earlywarnings/R/ddjnonparam_ews.R
earlywarnings/R/BDSboot.R
earlywarnings/R/utils.R
earlywarnings/R/earlywarnings-internal.R
earlywarnings/R/qda_ews.R
earlywarnings/R/data.R
earlywarnings/R/potential_ews.R
earlywarnings/R/firstlib.R
earlywarnings/R/sensitivity_ews.R
earlywarnings/R/surrogates_ews.R
earlywarnings/R/bdstest_ews.R
earlywarnings/R/generic_ews.R
earlywarnings/MD5
earlywarnings/DESCRIPTION
earlywarnings/man
earlywarnings/man/foldbif.Rd
earlywarnings/man/find.optima.Rd
earlywarnings/man/generic_ews.Rd
earlywarnings/man/PlotPotential.Rd
earlywarnings/man/qda_ews.Rd
earlywarnings/man/movpotential_ews.Rd
earlywarnings/man/livpotential_ews.Rd
earlywarnings/man/sensitivity_ews.Rd
earlywarnings/man/YD2PB_grayscale.Rd
earlywarnings/man/UnivariateGrouping.Rd
earlywarnings/man/ch_ews.Rd
earlywarnings/man/bdstest_ews.Rd
earlywarnings/man/circulation.Rd
earlywarnings/man/ddjnonparam_ews.Rd
earlywarnings/man/surrogates_ews.Rd