Singular Spectrum Analysis (SSA) Tools for Time Series Analysis

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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