Multivariate and 2D Extensions of Singular Spectrum Analysis with the Rssa Package
Implementation of multivariate and 2D extensions of singular spectrum analysis (SSA) by means of the R package Rssa is considered. The extensions include MSSA for simultaneous analysis and forecasting of several time series and 2D-SSA for analysis of digital images. A new extension of 2D-SSA analysi...
Main Authors: | Nina Golyandina, Anton Korobeynikov, Alex Shlemov, Konstantin Usevich |
---|---|
Format: | Article |
Language: | English |
Published: |
Foundation for Open Access Statistics
2015-10-01
|
Series: | Journal of Statistical Software |
Subjects: | |
Online Access: | https://www.jstatsoft.org/index.php/jss/article/view/2375 |
Similar Items
-
Short-Term Net Load Forecasting with Singular Spectrum Analysis and LSTM Neural Networks
by: Akylas Stratigakos, et al.
Published: (2021-07-01) -
The Decomposition and Forecasting of Mutual Investment Funds Using Singular Spectrum Analysis
by: Paulo Canas Rodrigues, et al.
Published: (2020-01-01) -
Forecasting brazilian inflation with singular spectrum analysis
by: Matsuoka, Danilo Hiroshi
Published: (2016) -
Forecasting brazilian inflation with singular spectrum analysis
by: Matsuoka, Danilo Hiroshi
Published: (2016) -
Forecasting brazilian inflation with singular spectrum analysis
by: Matsuoka, Danilo Hiroshi
Published: (2016)