spectral.methods-package: Singular Spectrum Analysis (SSA) Tools for Time Series...
In spectral.methods: Singular Spectrum Analysis (SSA) Tools for Time Series Analysis
Description
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').
Details
Package: spectral.methods
Title: Singular Spectrum Analysis (SSA) Tools for Time Series Analysis
Version: 0.7.2.133
Date: 2015-05-20
Author: Jannis v. Buttlar
Maintainer: Jannis v. Buttlar <jbuttlar@bgc-jena.mpg.de>
Imports: Rssa (>= 0.11), raster, nnet, abind, RNetCDF, ncdf.tools, foreach, JBTools, DistributionUtils, RColorBrewer
License: GPL-2
LazyLoad: yes
Depends: R (>= 3.0.0)
Author(s)
Jannis v. Buttlar
spectral.methods documentation built on May 2, 2019, 4:20 p.m.
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Description
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').
Details
| Package: | spectral.methods |
| Title: | Singular Spectrum Analysis (SSA) Tools for Time Series Analysis |
| Version: | 0.7.2.133 |
| Date: | 2015-05-20 |
| Author: | Jannis v. Buttlar |
| Maintainer: | Jannis v. Buttlar <jbuttlar@bgc-jena.mpg.de> |
| Imports: | Rssa (>= 0.11), raster, nnet, abind, RNetCDF, ncdf.tools, foreach, JBTools, DistributionUtils, RColorBrewer |
| License: | GPL-2 |
| LazyLoad: | yes |
| Depends: | R (>= 3.0.0) |
Author(s)
Jannis v. Buttlar
R Package Documentation
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