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Peter Huybers' Multi-taper coherence method with bias correction in python
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##This is a matlab to python conversion of Peter Huybers Multi-taper coherence method with bias correction https://www.mathworks.com/matlabcentral/fileexchange/22551-multi-taper-coherence-method-with-bias-correction/content/cmtm.m ### Multi-taper coherence analysis cmtm.m, requires the signal toolbox for Matlab and following routines: cohconf.m to calculate confidence levels; cohbias.m to correct for the bias inherent to coherence estimates; and cohbias.mat which is used with cohbias.m. These files allow for the estimation of coherence and phase using the mult-taper method with adaptive weighting. Note that coherence is returned, not coherence-squared, as with the Matlab cohere.m function. Confidence intervals are estimated for both coherence and phase along with an option to plot the results. Copyright (c) 2016, Peter Huybers All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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