Moving vector values into a table using accumarray
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Hello I have data from an experiment where each participant has one folder containing three files (baseline, trial 1, trial 2). Each file contains two vectors time and amplitude, (time is not linear)
I'm working on figuring out how to manipulate my data - but I keep getting stuck. (the lengths of the vectors are not consistent)
I need to figure out a way to get this information into a table like what is shown below:
PV Trial Type Time Amp
01 Baseline .015 .23
01 Baseline .201 .30
01 Baseline .450 5.67
01 Trial 1 .012 .34
02 Trial 2 .13 .45
Right now I have it parsing through each file, and using accumarray to place the information into vectors
PV(1).trial(0) = [.23,.3,...]
Below is a chunk of the code I have written (just the for loop for each file)
for f = 1: numberOfFiles
resFileName = fullfile(res_files,baseFileNames(f).name);
rawData = importdata(resFileName,' ');
timeData = rawData.data(:,1);
ampData = rawData.data(:,2);
PID = resFileName(3:5);
binnum = 1 + floor(timeData(:) / 42);
PV(k).trial = accumarray( binnum, ampData(:), [], @(V) {V});
binnum = 1 + floor( (timeData(:)-1) / 42);
end
any feedback would be greatly appreciated! Thank you!!!
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