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').
| Version: | 0.7.2.133 |
| Depends: | R (≥ 3.0.0) |
| Imports: | Rssa (≥ 0.11), raster, nnet, abind, RNetCDF, ncdf.tools, foreach, JBTools, DistributionUtils, RColorBrewer |
| Published: | 2015-06-02 |
| Author: | Jannis v. Buttlar |
| Maintainer: | Jannis v. Buttlar <jbuttlar at bgc-jena.mpg.de> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| In views: | TimeSeries |
| CRAN checks: | spectral.methods results |
| Reference manual: | spectral.methods.pdf |
| Package source: | spectral.methods_0.7.2.133.tar.gz |
| Windows binaries: | r-devel: spectral.methods_0.7.2.133.zip, r-release: spectral.methods_0.7.2.133.zip, r-oldrel: spectral.methods_0.7.2.133.zip |
| OS X Snow Leopard binaries: | r-release: spectral.methods_0.7.2.133.tgz, r-oldrel: not available |
| OS X Mavericks binaries: | r-release: spectral.methods_0.7.2.133.tgz |
| Old sources: | spectral.methods archive |