nonlinearAnalysis: R package for nonlinear time series analysis

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R package for nonlinear time series analysis

Author
Constantino A. Garcia
Date of publication
2013-08-26 13:46:42
Maintainer
Constantino A. Garcia <constantinoantonio.garcia@usc.es>
License
GPL-2
Version
0.1

View on R-Forge

Man pages

buildTakens
Build the Takens' vectors
cliffordMap
Clifford map
corrDim
Correlation sum, correlation dimension and generalized...
dfa
Detrended Fluctuation Analysis
estimate
Estimate several chaotic invariants using linear regression
estimateEmbeddingDim
Estimate the embedding dimension
FFTsurrogate
Generate surrogate data using the Fourier transform
findAllNeighbours
neighbour search
gaussMap
Gauss map
henon
Henon map
ikedaMap
Ikeda map
infDim
Information dimension
logisticMap
Logistic map
lorenz
Lorenz system
maxLyapunov
Maximum lyapunov exponent
neighbourSearch
neighbour search
nonlinearityTest
Nonlinearity test
nonLinearNoiseReduction
Nonlinear noise reduction
nonLinearPrediction
Nonlinear time series prediction
poincareMap
Poincare map
recurrencePlot
Recurrence Plot
rossler
Rossler system
rqa
Recurrence Quantification Analysis (RQA)
sampleEntropy
Sample Entropy (also known as Kolgomorov-Sinai Entropy)
sinaiMap
Sinai map
spaceTimePlot
Space Time plot
surrogateTest
Surrogate data testing
timeLag
Estimate an appropiate time lag for the Takens' vectors

Files in this package

nonlinearAnalysis/DESCRIPTION
nonlinearAnalysis/NAMESPACE
nonlinearAnalysis/R
nonlinearAnalysis/R/DFA.R
nonlinearAnalysis/R/Lyapunov.R
nonlinearAnalysis/R/RQA.R
nonlinearAnalysis/R/basicNonLinearFunctions.R
nonlinearAnalysis/R/corrDim.R
nonlinearAnalysis/R/estimate.R
nonlinearAnalysis/R/getMinimumEmbeddingDimension.R
nonlinearAnalysis/R/informationDimension.R
nonlinearAnalysis/R/neighbourSearch.R
nonlinearAnalysis/R/nonLinearNoiseReduction.R
nonlinearAnalysis/R/nonLinearPrediction.R
nonlinearAnalysis/R/nonLinearSystems.R
nonlinearAnalysis/R/nonlinearStatistics.R
nonlinearAnalysis/R/nonlinearityTest.R
nonlinearAnalysis/R/numericalFunctions.R
nonlinearAnalysis/R/poincareMap.R
nonlinearAnalysis/R/sampleEntropy.R
nonlinearAnalysis/R/spaceTimePlot.R
nonlinearAnalysis/R/surrogate.data.R
nonlinearAnalysis/man
nonlinearAnalysis/man/FFTsurrogate.Rd
nonlinearAnalysis/man/buildTakens.Rd
nonlinearAnalysis/man/cliffordMap.Rd
nonlinearAnalysis/man/corrDim.Rd
nonlinearAnalysis/man/dfa.Rd
nonlinearAnalysis/man/estimate.Rd
nonlinearAnalysis/man/estimateEmbeddingDim.Rd
nonlinearAnalysis/man/findAllNeighbours.Rd
nonlinearAnalysis/man/gaussMap.Rd
nonlinearAnalysis/man/henon.Rd
nonlinearAnalysis/man/ikedaMap.Rd
nonlinearAnalysis/man/infDim.Rd
nonlinearAnalysis/man/logisticMap.Rd
nonlinearAnalysis/man/lorenz.Rd
nonlinearAnalysis/man/maxLyapunov.Rd
nonlinearAnalysis/man/neighbourSearch.Rd
nonlinearAnalysis/man/nonLinearNoiseReduction.Rd
nonlinearAnalysis/man/nonLinearPrediction.Rd
nonlinearAnalysis/man/nonlinearityTest.Rd
nonlinearAnalysis/man/poincareMap.Rd
nonlinearAnalysis/man/recurrencePlot.Rd
nonlinearAnalysis/man/rossler.Rd
nonlinearAnalysis/man/rqa.Rd
nonlinearAnalysis/man/sampleEntropy.Rd
nonlinearAnalysis/man/sinaiMap.Rd
nonlinearAnalysis/man/spaceTimePlot.Rd
nonlinearAnalysis/man/surrogateTest.Rd
nonlinearAnalysis/man/timeLag.Rd
nonlinearAnalysis/src
nonlinearAnalysis/src/Lyapunov.c
nonlinearAnalysis/src/LyapunovFromTakens.c
nonlinearAnalysis/src/corrDim.c
nonlinearAnalysis/src/corrDimFromTakens.c
nonlinearAnalysis/src/generalizedCorrDimFromTakens.c
nonlinearAnalysis/src/genericFunctions.h
nonlinearAnalysis/src/informationDimension.c
nonlinearAnalysis/src/neighbourSearch.c
nonlinearAnalysis/src/neighbourSearch.h
nonlinearAnalysis/src/nonlinearNoiseReduction.c
nonlinearAnalysis/src/poincareMap.c
nonlinearAnalysis/src/rqa.c
nonlinearAnalysis/src/spaceTimePlot.c