Singular Spectrum Analysis (SSA) Tools for Time Series Analysis


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Documentation for package ‘spectral.methods’ version 0.7.2.133

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spectral.methods-package Singular Spectrum Analysis (SSA) Tools for Time Series Analysis
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 file using SSA.
gapfillNcdfCoreprocess helper function for gapfillNcdf
gapfillSSA Fill gaps in a vector (time-series) with SSA
groupSSANearestNeighbour Group SSA eigentriples by finding nearest euclidian neighbours
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 ncdf file).
plotGapfillSeries Plot an overview of a the results of a SSA gapfilling (from a ncdf file)
plotPseudospectrum Plot and calculate the pseudospectrum of spectrally decomposed SSA eigentriples
rbindMod helper function for gapfillNcdf
readNcdfSpectral Read the results of a spectral decomposition (from a netCDF file)
spectral.methods Singular Spectrum Analysis (SSA) Tools for Time Series Analysis