wt.filter-class {wavelets} | R Documentation |
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 thewt.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.