Description
Usage
Arguments
Details
Estimates the frequency domain coherence using the multitaper method.
| (x, y = , blockSize = (x), overlap = 0, = 1,
nw = 4, k = 7, nFFT = , forward = , average = 1,
msc = , freqRange = , maxFreqOffset = ,
prewhiten = , removePeriodic = , sigCutoff = )
|
x |
A data.frame whose columns are the time domain input series.
|
y |
A numeric vector containing the response series.
|
blockSize |
A numeric indicating the block sizes into which the
input and response series will be partitioned.
|
overlap |
A numeric between 0 and 1 indicating how much overlap should exist
between adjacent blocks.
|
deltat |
A numeric indicating the sample rate.
|
nw |
A numeric indicating the time bandwidth parameter for estimating the
Slepian data tapers.
|
k |
A numeric indicating the number of tapers to use - should be approximately
floor(2*nw - 1) and no larger than floor(2*nw).
|
nFFT |
A numeric indicating the number of frequency bins to use (i.e. setting
the zeropadding amount).
|
forward |
Indicates whether the forward (TRUE) or reverse (FALSE)
coherence should be calculated.
|
average |
An integer representing how the average across blocks
should be calculated;
0 - no average, return all the individual block information;
1 - average the cross and auto-spectra across blocks, then calculate the coherency
2 - estimate the coherency for each block, average the coherencey across blocks
3 - estimate the MSC for each block, average the MSC across blocks.
|
freqRange |
A numeric vector containing two elements with the start
and end location for the band on which to estimate the coherence.
|
maxFreqOffset |
A numeric value indicating the maximum offset coherence to
calculate in the specified band.
|
prewhiten |
NOT YET IMPLEMENTED
|
removePeriodic |
NOT YET IMPLEMENTED
|
sigCutoff |
NOT YET IMPLEMENTED
|
MSC stands for Magnitude Squared Coherence.
driegert/transfer documentation built on May 15, 2019, 2:11 p.m.