View Full Version : PCA for repeated measures

Colleen Decker (university Of Alberta)
03-10-2010, 06:16 AM
Dear Biomch-L Readers,

I am writing to ask a question about using PCA on repeated measures data.

I have been looking at possibly using PCA in Matlab to analyze
differences in frequency response data from accelerometers. If using
the built in function princomp, you would create a matrix of your
functions, and the analysis would be completed.

However, I was wondering whether this works for repeated measures.
Briefly, in my experiments, I am taking measurements of vibration in
the spine. The accelerometer takes 5 repeated measures of the spine's
response to vibration. Then, it is moved to another position and takes
another 5 measurements. If I want to compare the differences in the
curves between the two positions, should I just put all 10 curves into
the PCA grouped together? Or is there some way that I must group the
repeated measures first?

Thanks for your help in advance. I will post any replies I receive.



Colleen Decker
M.Sc Student, Biomedical Engineering
University of Alberta