clear all;
names= {'AB_Clean','AK_Clean'};
data = struct();
for iSubj=1:numel(names)
filetoload= names{iSubj};
t = readtable([filetoload '.xls']);
data(iSubj).id = num2str(iSubj);
response = mod(t.MouseClickAngleToCenter,180);
condition = mod(t.Condition,180);
target = mod(t.CenterPackmanOriantation,180);
for i=1:length(response)
A=str2num(t.SurroundingPackmansRotations_tl_bl_tr_br_{i});
if ~isempty(A)
distractors_local(i,:) = mod(A,180);
else
distractors_local(i,:) = [nan nan nan nan];
end
end
distractors_global = mod(t.PackmansRectangleRotation+90,180); %Original analysis
%distractors_global = mod(t.PackmansRectangleRotation,180);%New collinearity analysis
errors = circdist(response,target);
errors(errors>90) = errors(errors>90) -180;
errors(errors<-90) = errors(errors<-90) +180;
distractors1 = circdist(distractors_global,target);
distractors4 = circdist(distractors_local,target);
distractors1(distractors1>90) = distractors1(distractors1>90) -180;
distractors1(distractors1<-90) = distractors1(distractors1<-90) +180;
distractors4(distractors4>90) = distractors4(distractors4>90) -180;
distractors4(distractors4<-90) = distractors4(distractors4<-90) +180;
distractors4 = distractors4(:,1:2);
ucond = unique(condition).';
data(iSubj).conditions = ucond;
ncond = length(ucond);
data(iSubj).errors = cell(ncond,1);
data(iSubj).distractors = cell(ncond,1);
for cidx = 1 : ncond
c = ucond(cidx);
mask = condition==c;
data(iSubj).errors{cidx} = errors(mask)';
data(iSubj).distractors{cidx} = [distractors1(mask,:)'; distractors4(mask,[1 2])'];
end
end
Now data will be a struct array with the same length as the number of names.
There is a new field conditions to record the unique conditions.
The errors and distractors fields have been turned into cell arrays, with one entry for each unique condition for this subject.
I do this instead of just concatenating everything together because there are a variable number of matches for each condition, and if you were to concatenate them all together you would not be able to tell which entry matched to which condition.
