How do I average a 5-dimensional array?
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Hi All,
I have a 5-D array that is 244 x 16 x 10 x 4 x 5, the '244 x 16' is data collected over time; the '10' is the number of trials; the '4' is number of experiments and the '5' is the number of participants. In other words, for every participant, I conducted 4 experiments, where I collected 10 trials of 244 x 16 data.
I would like to mean the number of trials for every experiment per participant, though I am having difficulty doing this. I have tried:
m = squeeze(mean(data,3)) %data is 244x16x10x4x5
However, when I plot the data (244 x 16) using a nested for loop (to plot per participant per experiment), my plots look completely off, suggesting that I may have averaged the data incorrectly.
Can someone please advise me if I have averaged my data incorrectly (I am assuming that I have)?
Thank you in advance
6 Comments
Bruno Luong
on 15 Aug 2020
I don't see anything wrong with the MEAN command
If the plot is odd then your data is odd or the plot is wrong or you expectation is not right.
NA
on 15 Aug 2020
Bruno Luong
on 15 Aug 2020
You barely explain the plot is odd and tell us the size of your data. The trial is third dimension, so if you don't mix up the data, it should be correct.
If you want to persuade MEAN is wrong, you need to provide us the data and tell what you expect to get.
NA
on 15 Aug 2020
Bruno Luong
on 15 Aug 2020
One thing I would suggest is do not use SQUEEZE command, since you might find SQUEEZE does something you won't expect if one of dimension become scalar and you don't anticipate that to happens.
Use RESHAPE.
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