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wmtsa (version 1.1-1)

Wavelet Methods for Time Series Analysis

Description

Software to book Wavelet Methods for Time Series Analysis, Donald B. Percival and Andrew T. Walden, Cambridge University Press, 2000.

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Version

Install

install.packages('wmtsa')

Monthly Downloads

6

Version

1.1-1

License

GPL-2

Maintainer

ORPHANED

Last Published

September 24th, 2012

Functions in wmtsa (1.1-1)

wavCWT

Continuous wavelet transform
wavDWPT

The discrete wavelet packet transform (DWPT)
wavFDPBand

Mid-octave spectral density function (SDF) estimation
crystal.names

Generic function for obtaining crystal names of wavelet transform objects
wavDictionary

Constructor function for objects of class wavDictionary
atomclock

Cesium Beam Atomic Clock Data
wavStackPlot

Generic function for generating stacked plots
wavFDPBlock

Block-dependent estimation of fractionally differenced (FD) model parameters
wavIndex

Boundary and interior wavelet coefficient identification
wavFDPSDF

Spectral density function for a fractionally differenced process
wavFDP

Class constructor for block- and time-dependent wavelet-based FD model parameter estimators
wavBootstrap

Adaptive wavelet-based bootstrapping
ecg

Electrocardiogram Data
fdp045

Fractional Difference Process Data
wavDWT

The discrete wavelet transform (DWT)
wavMRDSum

Partial summation of a multiresolution decomposition
D.table

Critical D-statistic table generation
wavEDOF

Equivalent degrees of freedom (EDOF) estimates for a chi-squared distribution
eda.plot

Generic function for generating extended data analysis plots
wavTransform

Constructor function for objects of class wavTransform
D.statistic

D-statistic
create.signalSeries

Converts various time series to an object of class
nile

Yearly Nile river level minima
ocean

Vertical Shear Ocean Data
wavCWTFilters

Frequency response of continuous wavelet transform filters
wavMODWT

The maximal overlap discrete wavelet transform (MODWT)
wavDaubechies

Daubechies wavelet and scaling filters
wavVarConfidence

Wavelet variance confidence intervals
wavPacketBasis

Extract wavelet packet basis from a DWPT
wavShrink

Nonlinear denoising via wavelet shrinkage
oceansdf

SDF for ocean series
wavSortCrystals

Sort wavelet transform crystal names
wavZeroPhase

Zero phase shift factors for Daubechies symmlet and coiflet filters
wavMaxLevel

Maximum decomposition level
wavStackPlot.default

Plot wavelet transform crystals
wavFDPTime

Instantaneous estimation of fractionally differenced model parameters
wavPacketIndices

Wavelet packet node indices
wavShift

Shifts wavelet transform coefficients for approximate zero phase alignment
wavMRD

Calculate the detail sequences for wavelet transform crystals
reconstruct

Reconstruction (inverse transform) of various wavelet transforms
wavBoundary

Wavelet transform boundary coefficent identification
wavCWTTree

Tree map of continuous wavelet transform extrema
wavDWPTWhitest

Seeks the whitest transform of a discrete wavelet packet transform (DWPT)
holderSpectrum

The Holder spectrum of a time series
wavVarTest

Homogeneity test for discrete wavelet transform crystals
make.signal

Test signal generation
wavCWTPeaks

Peak detection in a time series via the CWT
wavBestBasis

DWPT Best basis selection
wavTitle

Extract the name of the data used to generate objects of various wavelet classes
wavGain

The gain functions for Daubechies wavelet and scaling filters
wavMODWPT

The maximal overlap discrete wavelet packet transform (MODWPT)
D.table.critical

Critical D-Statistic Table
wavVar

Discrete wavelet variance estimation