[FieldTrip] calculating correlation
inieuwenhuis at berkeley.edu
Sun Jul 1 22:15:56 CEST 2012
I'd like to do two sorts of correlation calculations, and was wondering
if there's any easy way to do this within FieldTrip.
1) I'd like to calculate the correlation between performance over trials
and power within a specific frequency over trials. So I have the
performance measure per trial, and my chan*freq measure after
freqanalysis. So for each channel I have a series of power values
(trials) and I have a series of performance measures (per trial), and
now like to know (first within, and then over subjects) which channel's
frequency power follows (correlates) with the performance.
From the walkthrough
<http://fieldtrip.fcdonders.nl/walkthrough#correlation> I understand I
can give in these performance measures through the design
(cfg.design=[0.10.20.30.18.104.22.168.10.2];cfg.ivar=1;), but which method
to use for ft_freqstatistics? I don't see statistics = 'correlation' or
'pearson' or 'spearman' in method = 'analytic. Also how to make the
design to correlate over trials?
2) I'd like to calculate the correlation between the score on repeated
questionnaire over participants with power within a frequency. So I have
several power values per participant for each channel, and the repeated
scores on the questionnaire for each participant. And now I'd like to
calculate a value per channel reflecting the correlation over the
repeats of the questionnaire and over participants.
Any idea on FieldTrip settings? Both in general, is there a correlation
statistics implemented, and more specifically for my question, how would
I make the appropriate designs?
Thanks so much!
Ingrid Nieuwenhuis PhD
Sleep and Neuroimaging Laboratory
Department of Psychology
University of California, Berkeley
Tolman Hall, room 5305
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