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wt.filter-class

Wavelet Transform Filter Object


Description

An S4 object containing wavelet transform filter information.

Slots

L

An integer representing the length of the wavelet and scaling filters.

level

An integer representing the level of the wavelet filter.

h

A numeric vector of wavelet filter coefficients.

g

A numeric vector of scaling filter coefficients.

wt.class

A character string indicating the class of the wavelet transform filter. Possible values are "Daubechies", "Least Asymetric", "Best Localized", and "Coiflet". If the wt.filter object is generated from a numeric vector of wavelet coefficients, wt.class is "none".

wt.name

A character string indicating the name of the wavlet filter as listed in the Details section, above. If the wt.filter object is generated from a numeric vector of wavelet coefficients, wt.name is "none".

transform

A character string indicating whether the resulting wavelet transform object contains DWT or MODWT coefficients. Possible values are "dwt" and "modwt".

Note

The notation h and g for wavelet and scaling coefficients, respectively, follows Percival and Walden (2000). In other texts and articles the reverse notation is often adopted.

Author(s)

Eric Aldrich. ealdrich@gmail.com.

References

Percival, D. B. and A. T. Walden (2000) Wavelet Methods for Time Series Analysis, Cambridge University Press.

See Also


wavelets

Functions for Computing Wavelet Filters, Wavelet Transforms and Multiresolution Analyses

v0.3-0.2
GPL (>= 2)
Authors
Eric Aldrich <ealdrich@gmail.com>
Initial release
2020-02-16

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