A Collection of Methods for Singular Spectrum Analysis
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Documentation for package ‘Rssa’ version 1.0.5
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A B C D E F G H I L M N O P R S T U V W misc
| Rssa-package | A collection of methods for singular spectrum analysis |
-- A --
| AustralianWine | Australian Wine Sales |
-- B --
| Barbara | Classical 'Barbara' image (color, wide) |
| bforecast | Perform bootstrap SSA forecasting of the series |
| bforecast.1d.ssa | Perform bootstrap SSA forecasting of the series |
| bforecast.default | Perform bootstrap SSA forecasting of the series |
| bforecast.ssa | Perform bootstrap SSA forecasting of the series |
| bforecast.toeplitz.ssa | Perform bootstrap SSA forecasting of the series |
-- C --
| cadzow | Cadzow Iterations |
| cadzow.ssa | Cadzow Iterations |
| calc.v | Calculate Factor Vector(s) |
| calc.v.cssa | Calculate Factor Vector(s) |
| calc.v.ssa | Calculate Factor Vector(s) |
| cleanup | Cleanup of all cached data from SSA objects |
| cleanup.ssa | Cleanup of all cached data from SSA objects |
| clone | Cloning of SSA objects |
| clone.ssa | Cloning of SSA objects |
| clplot | Ratio of complete lag vectors in dependence on window length |
| contributions | Properties of SSA object |
-- D --
| decompose | Perform SSA Decomposition |
| decompose.cssa | Perform SSA Decomposition |
| decompose.default | Perform SSA Decomposition |
| decompose.ssa | Perform SSA Decomposition |
| decompose.toeplitz.ssa | Perform SSA Decomposition |
-- E --
| eossa | ESPRIT-based O-SSA nested decomposition |
| eossa.ssa | ESPRIT-based O-SSA nested decomposition |
-- F --
| forecast.1d.ssa | Perform SSA forecasting of series |
| forecast.ssa | Perform SSA forecasting of series |
| forecast.toeplitz.ssa | Perform SSA forecasting of series |
| fossa | Nested Filter-adjusted O-SSA decomposition |
| fossa.ssa | Nested Filter-adjusted O-SSA decomposition |
| frobenius.cor | Calculate Frobenius correlations of the component matrices |
-- G --
| gapfill | Perform SSA gapfilling via forecast |
| gapfill.1d.ssa | Perform SSA gapfilling via forecast |
| gapfill.cssa | Perform SSA gapfilling via forecast |
| gapfill.mssa | Perform SSA gapfilling via forecast |
| gapfill.toeplitz.ssa | Perform SSA gapfilling via forecast |
| grouping.auto | Group Elementary Series |
| grouping.auto.pgram | Group elementary series using periodogram |
| grouping.auto.pgram.1d.ssa | Group elementary series using periodogram |
| grouping.auto.pgram.ssa | Group elementary series using periodogram |
| grouping.auto.pgram.toeplitz.ssa | Group elementary series using periodogram |
| grouping.auto.wcor | Group Elementary Series Using W-correlation Matrix |
| grouping.auto.wcor.ssa | Group Elementary Series Using W-correlation Matrix |
-- H --
| hankel | Hankel matrices operations. |
| hbhankel | Hankel with Hankel block matrices operations. |
| hbhcols | Hankel with Hankel block matrices operations. |
| hbhmatmul | Hankel with Hankel block matrices operations. |
| hbhrows | Hankel with Hankel block matrices operations. |
| hcols | Hankel matrices operations. |
| hmatmul | Hankel matrices operations. |
| hmatr | Calculate the heterogeneity matrix. |
| hrows | Hankel matrices operations. |
-- I --
| igapfill | Perform SSA gapfilling via iterative reconstruction |
| igapfill.1d.ssa | Perform SSA gapfilling via iterative reconstruction |
| igapfill.cssa | Perform SSA gapfilling via iterative reconstruction |
| igapfill.nd.ssa | Perform SSA gapfilling via iterative reconstruction |
| igapfill.ssa | Perform SSA gapfilling via iterative reconstruction |
| igapfill.toeplitz.ssa | Perform SSA gapfilling via iterative reconstruction |
| iossa | Iterative O-SSA nested decomposition |
| iossa.result | Summary of Iterative O-SSA results |
| iossa.ssa | Iterative O-SSA nested decomposition |
| is.hbhmat | Hankel with Hankel block matrices operations. |
| is.hmat | Hankel matrices operations. |
| is.tmat | Toeplitz matrices operations. |
-- L --
| lrr | Calculate the min-norm Linear Recurrence Relation |
| lrr.1d.ssa | Calculate the min-norm Linear Recurrence Relation |
| lrr.default | Calculate the min-norm Linear Recurrence Relation |
| lrr.ssa | Calculate the min-norm Linear Recurrence Relation |
| lrr.toeplitz.ssa | Calculate the min-norm Linear Recurrence Relation |
-- M --
| Mars | Webcam image of Mars |
| MotorVehicle | Total U.S. Domestic and Foreign Car Sales |
-- N --
| new.hbhmat | Hankel with Hankel block matrices operations. |
| new.hmat | Hankel matrices operations. |
| new.ssa | Create a new SSA object |
| new.tmat | Toeplitz matrices operations. |
| nlambda | Properties of SSA object |
| nsigma | Properties of SSA object |
| nspecial | Properties of SSA object |
| nspecial.ssa | Properties of SSA object |
| nu | Properties of SSA object |
| nv | Properties of SSA object |
-- O --
| owcor | Calculate generalized (oblique) W-correlation matrix |
-- P --
| parestimate | Estimate periods from (set of) eigenvectors |
| parestimate.1d.ssa | Estimate periods from (set of) eigenvectors |
| parestimate.cssa | Estimate periods from (set of) eigenvectors |
| parestimate.mssa | Estimate periods from (set of) eigenvectors |
| parestimate.nd.ssa | Estimate periods from (set of) eigenvectors |
| parestimate.toeplitz.ssa | Estimate periods from (set of) eigenvectors |
| plot.1d.ssa.reconstruction | Plot the results of SSA reconstruction |
| plot.2d.ssa.reconstruction | Plot the results of SSA reconstruction |
| plot.grouping.auto.pgram | Group elementary series using periodogram |
| plot.hmatr | Calculate the heterogeneity matrix. |
| plot.lrr | Calculate the min-norm Linear Recurrence Relation |
| plot.mssa.reconstruction | Plot the results of SSA reconstruction |
| plot.nd.ssa.reconstruction | Plot the results of SSA reconstruction |
| plot.reconstruction | Plot the results of SSA reconstruction |
| plot.ssa | Plot SSA object |
| plot.ssa.reconstruction | Plot the results of SSA reconstruction |
| plot.toeplitz.ssa.reconstruction | Plot the results of SSA reconstruction |
| plot.wcor.matrix | Calculate the W-correlation matrix |
| precache | Calculates and caches elementary components inside SSA object |
| precache.ssa | Calculates and caches elementary components inside SSA object |
| predict.1d.ssa | Perform SSA forecasting of series |
| predict.mssa | Perform SSA forecasting of series |
| predict.ssa | Perform SSA forecasting of series |
| predict.toeplitz.ssa | Perform SSA forecasting of series |
| print.iossa.result | Summary of Iterative O-SSA results |
-- R --
| reconstruct | Perform a series reconstruction |
| reconstruct.ssa | Perform a series reconstruction |
| residuals.ssa | Obtain the residuals from SSA reconstruction |
| residuals.ssa.reconstruction | Obtain the residuals from SSA reconstruction |
| rforecast | Perform recurrent SSA forecasting of the series |
| rforecast.1d.ssa | Perform recurrent SSA forecasting of the series |
| rforecast.cssa | Perform recurrent SSA forecasting of the series |
| rforecast.default | Perform recurrent SSA forecasting of the series |
| rforecast.mssa | Perform recurrent SSA forecasting of the series |
| rforecast.pssa.1d.ssa | Perform recurrent SSA forecasting of the series |
| rforecast.ssa | Perform recurrent SSA forecasting of the series |
| rforecast.toeplitz.ssa | Perform recurrent SSA forecasting of the series |
| roots | Calculate the min-norm Linear Recurrence Relation |
| roots.lrr | Calculate the min-norm Linear Recurrence Relation |
| Rssa | A collection of methods for singular spectrum analysis |
-- S --
| ssa | Create a new SSA object |
| ssa-input | Input Data Formats Used by SSA Routines |
| ssa-object | Properties of SSA object |
| ssa.capabilities | SSA methods and capabilities check |
| summarize.gaps | Summarize Gaps in a Series |
| summarize.gaps.1d.ssa | Summarize Gaps in a Series |
| summarize.gaps.cssa | Summarize Gaps in a Series |
| summarize.gaps.default | Summarize Gaps in a Series |
| summarize.gaps.ssa | Summarize Gaps in a Series |
| summarize.gaps.toeplitz.ssa | Summarize Gaps in a Series |
| summary.iossa.result | Summary of Iterative O-SSA results |
| summary.ssa | Properties of SSA object |
-- T --
| tcols | Toeplitz matrices operations. |
| tmatmul | Toeplitz matrices operations. |
| trows | Toeplitz matrices operations. |
-- U --
| USUnemployment | U.S. unemployment figures |
-- V --
| vforecast | Perform vector SSA forecasting of the series |
| vforecast.1d.ssa | Perform vector SSA forecasting of the series |
| vforecast.cssa | Perform vector SSA forecasting of the series |
| vforecast.default | Perform vector SSA forecasting of the series |
| vforecast.mssa | Perform vector SSA forecasting of the series |
| vforecast.pssa.1d.ssa | Perform vector SSA forecasting of the series |
| vforecast.ssa | Perform vector SSA forecasting of the series |
| vforecast.toeplitz.ssa | Perform vector SSA forecasting of the series |
-- W --
| wcor | Calculate the W-correlation matrix |
| wcor.default | Calculate the W-correlation matrix |
| wcor.ossa | Calculate the W-correlation matrix |
| wcor.ssa | Calculate the W-correlation matrix |
| wnorm | Calculate Weighted Norm of series |
| wnorm.1d.ssa | Calculate Weighted Norm of series |
| wnorm.complex | Calculate Weighted Norm of series |
| wnorm.default | Calculate Weighted Norm of series |
| wnorm.mssa | Calculate Weighted Norm of series |
| wnorm.nd.ssa | Calculate Weighted Norm of series |
| wnorm.toeplitz.ssa | Calculate Weighted Norm of series |
-- misc --
| $.ssa | Properties of SSA object |