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

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').

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

View on CRAN

Functions

calcFrequency Man page
decomposeNcdf Man page
filterTSeriesSSA Man page
gapfillNcdf Man page
gapfillNcdfCoreprocess Man page
gapfillSSA Man page
groupSSANearestNeighbour Man page
plotAdditionalAxis Man page
plotDecomposition Man page
plotDecompSeries Man page
plotGapfillCube Man page
plotGapfillSeries Man page
plotPseudospectrum Man page
rbindMod Man page
readNcdfSpectral Man page
spectral.methods Man page
spectral.methods-package Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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