spectral.methods: Singular Spectrum Analysis (SSA) Tools for Time Series Analysis
Version 0.7.2.133

Contains some implementations of Singular Spectrum Analysis (SSA) for the gapfilling and spectral decomposition of time series. It contains the code used by Buttlar et. al. (2014), Nonlinear Processes in Geophysics. In addition, the iterative SSA gapfilling method of Kondrashov and Ghil (2006) is implemented. All SSA calculations are done via the truncated and fast SSA algorithm of Korobeynikov (2010) (package 'Rssa').

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AuthorJannis v. Buttlar
Date of publication2015-06-02 07:51:26
MaintainerJannis v. Buttlar <jbuttlar@bgc-jena.mpg.de>
LicenseGPL-2
Version0.7.2.133
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spectral.methods")

Man pages

calcFrequency: Estimate the frequency of a periodic signal
decomposeNcdf: Spectrally decompose all time series in a netCDF datacube
filterTSeriesSSA: Decompose a vector (i.e. time series) into spectral bands
gapfillNcdf: Fill gaps in time series or spatial fields inside a netCDF...
gapfillNcdfCoreprocess: helper function for gapfillNcdf
gapfillSSA: Fill gaps in a vector (time-series) with SSA
groupSSANearestNeighbour: Group SSA eigentriples by finding nearest euclidian...
plotAdditionalAxis: Add a second plot axis with transformed label values
plotDecomposition: Plot the results of a SSA decomposition
plotDecompSeries: Visualize/plot an overview of a SSA decomposed ncdf file.
plotGapfillCube: Plot an overview of a the results of a SSA gapfilling (from a...
plotGapfillSeries: Plot an overview of a the results of a SSA gapfilling (from a...
plotPseudospectrum: Plot and calculate the pseudospectrum of spectrally...
rbindMod: helper function for gapfillNcdf
readNcdfSpectral: Read the results of a spectral decomposition (from a netCDF...
spectral.methods-package: Singular Spectrum Analysis (SSA) Tools for Time Series...

Functions

calcFrequency Man page Source code
calcSSAAllMethods Source code
checkInputNcdfSSA Source code
decomposeNcdf Man page
decomposeNcdfCoreprocess Source code
dentifyValidCellsSSA Source code Source code
filterTSeriesSSA Man page
gapfillNcdf Man page
gapfillNcdfCoreprocess Man page Source code
gapfillNcdfCreateItercube Source code
gapfillNcdfDatacube Source code
gapfillNcdfSaveResults Source code
gapfillSSA Man page
gapfillSSACenterSeries Source code
gapfillSSACheckInput Source code
gapfillSSAInsertGaps Source code
gapfillSSAPadSeries Source code
gapfillSSAPlot Source code
getBestIteration Source code
groupSSANearestNeighbour Man page Source code
plotAdditionalAxis Man page Source code
plotDecompSeries Man page Source code
plotDecomposition Man page Source code
plotGapfillCube Man page Source code
plotGapfillSeries Man page Source code
plotPseudospectrum Man page Source code
rbindMod Man page Source code
readNcdfSpectral Man page Source code
spectral.methods Man page
spectral.methods-package Man page

Files

NAMESPACE
R
R/plotGapfillCube.R
R/gapfillNcdf.R
R/plotDecompSeries.R
R/filterTSeriesSSA.R
R/plotGapfillSeries.R
R/plotAdditionalAxis.R
R/identifyValidCellsSSA.R
R/plotPseudospectrum.R
R/groupSSANearestNeighbour.R
R/gapfillSSA.R
R/decomposeNcdf.R
R/readNcdfSpectral.R
R/calcFrequency.R
R/plotDecomposition.R
MD5
DESCRIPTION
man
man/spectral.methods-package.Rd
man/decomposeNcdf.Rd
man/plotAdditionalAxis.Rd
man/plotDecompSeries.Rd
man/plotGapfillCube.Rd
man/plotGapfillSeries.Rd
man/groupSSANearestNeighbour.Rd
man/gapfillNcdf.Rd
man/plotDecomposition.Rd
man/readNcdfSpectral.Rd
man/gapfillSSA.Rd
man/plotPseudospectrum.Rd
man/rbindMod.Rd
man/gapfillNcdfCoreprocess.Rd
man/filterTSeriesSSA.Rd
man/calcFrequency.Rd
spectral.methods documentation built on May 19, 2017, 6:59 a.m.