Wavelet Methods for Time Series Analysis

atomclock | Cesium Beam Atomic Clock Data |

create.signalSeries | Converts various time series to an object of class |

crystal.names | Generic function for obtaining crystal names of wavelet... |

D.statistic | D-statistic |

D.table | Critical D-statistic table generation |

D.table.critical | Critical D-Statistic Table |

ecg | Electrocardiogram Data |

eda.plot | Generic function for generating extended data analysis plots |

fdp045 | Fractional Difference Process Data |

holderSpectrum | The Holder spectrum of a time series |

make.signal | Test signal generation |

nile | Yearly Nile river level minima |

ocean | Vertical Shear Ocean Data |

oceansdf | SDF for ocean series |

reconstruct | Reconstruction (inverse transform) of various wavelet... |

wavBestBasis | DWPT Best basis selection |

wavBootstrap | Adaptive wavelet-based bootstrapping |

wavBoundary | Wavelet transform boundary coefficent identification |

wavCWT | Continuous wavelet transform |

wavCWTFilters | Frequency response of continuous wavelet transform filters |

wavCWTPeaks | Peak detection in a time series via the CWT |

wavCWTTree | Tree map of continuous wavelet transform extrema |

wavDaubechies | Daubechies wavelet and scaling filters |

wavDictionary | Constructor function for objects of class wavDictionary |

wavDWPT | The discrete wavelet packet transform (DWPT) |

wavDWPTWhitest | Seeks the whitest transform of a discrete wavelet packet... |

wavDWT | The discrete wavelet transform (DWT) |

wavDWTMatrix | Discrete wavelet transform matrix. |

wavEDOF | Equivalent degrees of freedom (EDOF) estimates for a... |

wavEquivFilter | Daubechies equivalent wavelet and scaling filters |

wavFDP | Class constructor for block- and time-dependent wavelet-based... |

wavFDPBand | Mid-octave spectral density function (SDF) estimation |

wavFDPBlock | Block-dependent estimation of fractionally differenced (FD)... |

wavFDPSDF | Spectral density function for a fractionally differenced... |

wavFDPTime | Instantaneous estimation of fractionally differenced model... |

wavGain | The gain functions for Daubechies wavelet and scaling filters |

wavIndex | Boundary and interior wavelet coefficient identification |

wavMaxLevel | Maximum decomposition level |

wavMODWPT | The maximal overlap discrete wavelet packet transform... |

wavMODWT | The maximal overlap discrete wavelet transform (MODWT) |

wavMRD | Calculate the detail sequences for wavelet transform crystals |

wavMRDSum | Partial summation of a multiresolution decomposition |

wavPacketBasis | Extract wavelet packet basis from a DWPT |

wavPacketIndices | Wavelet packet node indices |

wavShift | Shifts wavelet transform coefficients for approximate zero... |

wavShrink | Nonlinear denoising via wavelet shrinkage |

wavSortCrystals | Sort wavelet transform crystal names |

wavStackPlot | Generic function for generating stacked plots |

wavStackPlot.default | Plot wavelet transform crystals |

wavStemPlot | Stem plot |

wavTitle | Extract the name of the data used to generate objects of... |

wavTransform | Constructor function for objects of class wavTransform |

wavVar | Discrete wavelet variance estimation |

wavVarConfidence | Wavelet variance confidence intervals |

wavVarTest | Homogeneity test for discrete wavelet transform crystals |

wavZeroPhase | Zero phase shift factors for Daubechies symmlet and coiflet... |

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