dwt-class {wavelets} | R Documentation |
Discrete Wavelet Transform Object
Description
An S4 object containing discrete wavelet transform information.
Slots
- W
A list with element
i
comprised of a matrix containing thei
th level wavelet coefficients.- V
A list with element
i
comprised of a matrix containing thei
th level scaling coefficients.- filter
A
wt.filter
object containing information for the filter used in the decomposition. Seehelp(wt.filter)
for details.- level
An integer value representing the level of wavelet decomposition.
- n.boundary
A numeric vector indicating the number of boundary coefficients at each level of the decomposition.
- boundary
A character string indicating the boundary method used in the decomposition. Valid values are "periodic" or "reflection".
- series
The original time series,
X
, in matrix format.- class.X
A character string indicating the class of the input series. Possible values are
"ts"
,"mts"
,"numeric"
,"matrix"
, or"data.frame"
.- attr.X
A list containing the attributes information of the original time series,
X
. This is useful ifX
is an object of classts
ormts
and it is desired to retain relevant time information. If the original time series,X
, is a matrix or has no attributes, thenattr.X
is an empty list.- aligned
A logical value indicating whether the wavelet and scaling coefficients have been phase shifted so as to be aligned with relevant time information from the original series. The value of this slot is initially FALSE and can only be changed to TRUE via the
align
function, with thedwt
object as input.- coe
A logical value indicating whether the center of energy method was used in phase alignement of the wavelet and scaling coefficients. By default, this value is FALSE (and will always be FALSE when
aligned
is FALSE) and will be set to true if thedwt
object is phase shifted via thealign
function and center of energy method.
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
dwt
,
modwt
,
modwt-class
,
wt.filter
.