nonlinearAnalysis: R package for nonlinear time series analysis
Version 0.1

R package for nonlinear time series analysis

AuthorConstantino A. Garcia
Date of publication2013-08-26 13:46:42
MaintainerConstantino A. Garcia <constantinoantonio.garcia@usc.es>
LicenseGPL-2
Version0.1
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nonlinearAnalysis", repos="http://R-Forge.R-project.org")

Popular man pages

corrDim: Correlation sum, correlation dimension and generalized...
estimateEmbeddingDim: Estimate the embedding dimension
henon: Henon map
maxLyapunov: Maximum lyapunov exponent
nonlinearityTest: Nonlinearity test
poincareMap: Poincare map
sampleEntropy: Sample Entropy (also known as Kolgomorov-Sinai Entropy)
See all...

All man pages Function index File listing

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

Functions

FFTsurrogate Man page Source code
bifurcationDiagram Source code
boxAssistant Source code
buildTakens Man page Source code
calculateDiagonalParameters Source code
calculateProfile Source code
calculateVerticalParameters Source code
cliffordMap Man page Source code
corrDim Man page Source code
countRecurrencePoints Source code
dfa Man page Source code
differentiate Source code
eliminateDuplicates Source code
estimate Man page Source code
estimate.corrDim Man page Source code
estimate.dfa Man page Source code
estimate.infDim Man page Source code
estimate.maxLyapunov Man page Source code
estimate.sampleEntropy Man page Source code
estimateEmbeddingDim Man page Source code
estimateNumberBoxes Source code
find.at.least.N.neighbours Source code
find.at.least.N.neighbours.for.vector Source code
find.at.least.N.neighbours.for.vectorBIS Source code
find.at.least.N.neighboursBIS Source code
findAllNeighbours Man page Source code
findAllNeighboursDist Source code
fluctuationFunction Source code
gaussMap Man page Source code
generateSingleFFTsurr Source code
getCaoParameters Source code
getContourLines Man page Source code
getCorrMatrix Man page Source code
getDistancesAndSort Source code
getDivergence Man page Source code
getEmbeddingDims Man page Source code
getFixedMass Man page Source code
getFluctuationFunction Man page Source code
getHistograms Source code
getLogRadius Man page Source code
getOrder Man page Source code
getRadius Man page Source code
getSampleEntropy Man page Source code
getTime Man page Source code
getWindowSizes Man page Source code
henon Man page Source code
ikedaMap Man page Source code
infDim Man page Source code
isNeighbour Source code
logisticMap Man page Source code
lorenz Man page Source code
maxLyapunov Man page Source code
neighbourListSparseNeighbourMatrix Source code
neighbourListToCsparseNeighbourMatrix Source code
neighbourSearch Man page Source code
nonLinearNoiseReduction Man page Source code
nonLinearPrediction Man page Source code
nonlinearityTest Man page Source code
plot.corrDim Man page Source code
plot.dfa Man page Source code
plot.infDim Man page Source code
plot.maxLyapunov Man page Source code
plot.sampleEntropy Man page Source code
plot.spaceTimePlot Man page Source code
plotSampleEntropyEstimate Source code
poincareMap Man page Source code
print.corrDim Man page Source code
recurrencePlot Man page Source code
recurrencePlotAux Source code
rossler Man page Source code
rqa Man page Source code
rungeKutta Source code
sampleEntropy Man page Source code
sinaiMap Man page Source code
spaceTimePlot Man page Source code
surrogateTest Man page Source code
timeLag Man page Source code
timeReversibility Source code
trapezoidalRule Source code

Files

DESCRIPTION
NAMESPACE
R
R/DFA.R
R/Lyapunov.R
R/RQA.R
R/basicNonLinearFunctions.R
R/corrDim.R
R/estimate.R
R/getMinimumEmbeddingDimension.R
R/informationDimension.R
R/neighbourSearch.R
R/nonLinearNoiseReduction.R
R/nonLinearPrediction.R
R/nonLinearSystems.R
R/nonlinearStatistics.R
R/nonlinearityTest.R
R/numericalFunctions.R
R/poincareMap.R
R/sampleEntropy.R
R/spaceTimePlot.R
R/surrogate.data.R
man
man/FFTsurrogate.Rd
man/buildTakens.Rd
man/cliffordMap.Rd
man/corrDim.Rd
man/dfa.Rd
man/estimate.Rd
man/estimateEmbeddingDim.Rd
man/findAllNeighbours.Rd
man/gaussMap.Rd
man/henon.Rd
man/ikedaMap.Rd
man/infDim.Rd
man/logisticMap.Rd
man/lorenz.Rd
man/maxLyapunov.Rd
man/neighbourSearch.Rd
man/nonLinearNoiseReduction.Rd
man/nonLinearPrediction.Rd
man/nonlinearityTest.Rd
man/poincareMap.Rd
man/recurrencePlot.Rd
man/rossler.Rd
man/rqa.Rd
man/sampleEntropy.Rd
man/sinaiMap.Rd
man/spaceTimePlot.Rd
man/surrogateTest.Rd
man/timeLag.Rd
src
src/Lyapunov.c
src/LyapunovFromTakens.c
src/corrDim.c
src/corrDimFromTakens.c
src/generalizedCorrDimFromTakens.c
src/genericFunctions.h
src/informationDimension.c
src/neighbourSearch.c
src/neighbourSearch.h
src/nonlinearNoiseReduction.c
src/poincareMap.c
src/rqa.c
src/spaceTimePlot.c
nonlinearAnalysis documentation built on May 21, 2017, 3:43 a.m.

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