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m12_CoherenceStats.m
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m12_CoherenceStats.m
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% Choose state to analyze
% High 1, Low 2, Full 3
TD = 3;
%%%%%%%%%%%%%%%%%%%%%%%%%
switch TD
case 1
name = 'HTD';
case 2
name = 'LTD';
case 3
name = 'Full';
end
load(['C:\Users\user\Documents\MATLAB\Coherence Data\' name])
Co(Co == 0) = NaN;
quick = nanmean(Co, 4);
quick = squeeze(quick);
test = heatmap(squeeze(quick(2,1,1,:,:)));
for iHem = 1:2
for iBand = 1:4
for iCompare = 1:6
switch iCompare
case 1
A = 1;
B = 2;
compare = 'Cortex-SLM';
case 2
A = 1;
B = 3;
compare = 'Cortex-Pyr';
case 3
A = 1;
B = 4;
compare = 'Cortex-Oriens';
case 4
A = 2;
B = 3;
compare = 'SLM-Pyr';
case 5
A = 2;
B = 4;
compare = 'SLM-Oriens';
case 6
A = 3;
B = 4;
compare = 'Pyr-Oriens';
end
compareVector = [squeeze(Co(1, iBand, iHem, :, A, B))...
squeeze(Co(2, iBand, iHem, :, A, B))...
squeeze(Co(3, iBand, iHem, :, A, B))...
squeeze(Co(4, iBand, iHem, :, A, B))...
squeeze(Co(6, iBand, iHem, :, A, B))];
compareNames = {'Control','EEC','1MS','2WS','EES'};
[p,tbl,stats] = anova1(compareVector, compareNames,'off');
mTbl = multcompare(stats,'CType','bonferroni');
disp([num2str(iBand) ' ' num2str(iHem) ' ' compare]);
disp(num2str(min(mTbl(:,6))))
input('','s')
end % iCompare
end % iBand
end % iHem