[FieldTrip] Inter-trial Coherence Stats
Seymour, Robert (Research Student)
seymourr at aston.ac.uk
Fri May 19 08:46:08 CEST 2017
Dear Fieldtrippers,
I am trying to statistically evaluate inter-trial coherence on a virtual electrode, comparing an active to baseline period.
However I get the following error when using 'diff_ITC' and ft_freqstatistics:
Subscripted assignment dimension mismatch.
Error in ft_freqstatistics (line 141)
dat(:,i) = tmp(:);
I can't seem to figure out what's going wrong... (code below). Has anyone else come across this error?
Many thanks,
Robert
%% Script to calculate inter-trial coherence for the alien clicktrain data
subject = sort({'RS','DB','MP','GR','DS','EC','VS','LA','AE','SY','GW',...
'SW','DK','LH','KM','FL','AN'});
grandavgA = zeros(1,length(subject));
grandavgB = zeros(1,length(subject));
for i = 1:length(subject)
load(['D:\Pilot\' subject{i} '\auditory\sourceloc\VE_A1_RH.mat']);
cfg = [];
cfg.foi = [30:1:80];
cfg.method = 'mtmconvol';
cfg.t_ftimwin = ones(length(cfg.foi),1).*0.5;
cfg.tapsmofrq = ones(length(cfg.foi),1).*8;
cfg.toi = 0:0.01:1.5;
cfg.output = 'fourier';
freq_post = (ft_freqanalysis(cfg, VE_A1_RH));
freq_post.fourierspctrm = (freq_post.fourierspctrm);
grandavgA{i} = freq_post;
cfg.toi = -1.5:0.01:0;
freq_pre = (ft_freqanalysis(cfg, VE_A1_RH));
freq_pre.fourierspctrm = (freq_pre.fourierspctrm);
grandavgB{i} = freq_pre;
end
cfg = [];
cfg.latency = [0 1.5];
cfg.parameter = 'fourierspctrm';
cfg.frequency = [30 80];
cfg.method = 'montecarlo';
cfg.statistic = 'diff_ITC'
cfg.clusterstatistic = 'maxsum';
cfg.tail = 0;
cfg.alpha = 0.05;
cfg.numrandomization = 1000;
% Create design matrix based on specific number of trials from each
% participant
nsubj=numel(grandavgA);
cfg.design(1,:) = [1:nsubj 1:nsubj];
cfg.design(2,:) = [ones(1,nsubj) ones(1,nsubj)*2];
cfg.uvar = 1; % row of design matrix that contains unit variable (in this case: subjects)
cfg.ivar = 2; % row of design matrix that contains independent variable (the conditions)
[stat] = ft_freqstatistics(cfg, grandavgA{:}, grandavgB{:});
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