A Collection of Methods for Singular Spectrum Analysis

AustralianWine | Australian Wine Sales |

autossa | Group elementary series using periodogram |

Barbara | Classical 'Barbara' image (color, wide) |

bforecast | Perform bootstrap SSA forecasting of the series |

cadzow | Cadzow Iterations |

calcv | Calculate Factor Vector(s) |

cleanup | Cleanup of all cached data from SSA objects |

clone | Cloning of SSA objects |

clplot | Ratio of complete lag vectors given window length |

clusterify | Group Elementary Series Using W-correlation Matrix |

decompose | Perform SSA Decomposition |

eossa | ESPRIT-based O-SSA nested decomposition |

forecast | Perform SSA forecasting of series |

fossa | Nested Filter-adjusted O-SSA decomposition |

frobenius.cor | Calculate Frobenius correlations of the component matrices |

gapfill | Perform SSA gapfilling via forecast |

grouping.auto | Group Elementary Series |

hankel | Hankel matrices operations. |

hbhankel | Hankel with Hankel block matrices operations. |

hmatr | Calculate the heterogeneity matrix. |

igapfill | Perform SSA gapfilling via iterative reconstruction |

iossa | Iterative O-SSA nested decomposition |

iossa.result | Summary of Iterative O-SSA results |

lrr | Calculate the Linear Recurrence Relation |

Mars | Webcam image of Mars |

MotorVehicle | Total U.S. Domestic and Foreign Car Sales |

owcor | Calculate generalized (oblique) W-correlation matrix |

parest | Estimate periods from (set of) eigenvectors |

plot | Plot SSA object |

plot.reconstruct | Plot the results of SSA reconstruction |

precache | Calculates and caches elementary components inside SSA object |

reconstruct | Perform a series reconstruction |

residuals | Obtain the residuals from SSA reconstruction |

rforecast | Perform recurrent SSA forecasting of the series |

Rssa-package | A collection of methods for singular spectrum analysis |

ssa | Create a new SSA object |

ssa.capabilities | SSA methods and capabilities check |

ssa-data | Input Data Formats Used by SSA Routines |

ssa-routines | Properties of SSA object |

summarize.gaps | Summarize Gaps in a Series |

toeplitz | Toeplitz matrices operations. |

USUnemployment | U.S. unemployment figures |

vforecast | Perform vector SSA forecasting of the series |

wcor | Calculate the W-correlation matrix |

wnorm | Calculate Weighted Norm of series |

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