[FieldTrip] Issue with independent samples design matrix in ft_timelockstatistics
Anne Koopman
koopman.anne at gmail.com
Mon Jul 29 19:00:58 CEST 2019
Dear Fieldtrip community,
My name is Anne Koopman and I'm doing a PhD in Penny Lewis's lab in
Cardiff. I focus on targeted memory reactivation during sleep, which is a
fancy way of saying I play memory-related sounds to people while they sleep
in our lab and I hope their brain responds in some way. During the
experiment I'm trying to analyse here I played two types of sounds to
people: experimental (i.e. memory-related) and control. I'm trying to find
out whether there is a difference in the ERP response to these two
different types of sounds. I've already successfully done this on a group
level, but now I'm trying to look at each participant separately on a
between-trial level.
I've followed the example code for between-trials experiments in the
tutorial "Cluster-based permutation tests on event related fields" (link:
http://www.fieldtriptoolbox.org/tutorial/cluster_permutation_timelock/).
I'm following the tutorial exactly, including the specification of the
design matrix (though substituting my own variable names, of course). I get
the following error message:
Error using ft_timelockstatistics (line 168)
the length of the design matrix (1) does not match the number of
observations in the data (2)
It looks like during that step in ft_timelockstatistics the data consists
of two columns (one for each sound type?), whereas the design matrix only
has one. I can see where it goes wrong, but I don't have enough insight
into Fieldtrip to understand why and how to fix it. I tried adding a second
column in the design matrix with the trial numbers as a uvar, but
predictably this gave me an error saying:
Error using ft_statfun_indepsamplesT (line 74)
cfg.uvar should not exist for an independent samples statistic
The cfg and data I use are as follows: (note that there is also a
corresponding data struct called ERP_ctrl which looks exactly the same as
ERP_exp except for the fact that it has 204 trials instead of 215).
>> display(cfg)
cfg =
struct with fields:
channel: {'F4' 'Fz' 'F3'}
neighbours: [1×13 struct]
latency: [0 2]
avgovertime: 'no'
parameter: 'avg'
method: 'montecarlo'
statistic: 'ft_statfun_indepsamplesT'
alpha: 0.0500
correctm: 'cluster'
correcttail: 'alpha'
tail: 0
clustertail: 0
numrandomization: 200
minnbchan: 0
design: [1×419 double]
ivar: 1
>> display(ERP_exp)
ERP_exp =
struct with fields:
avg: [18×2500 double]
var: [18×2500 double]
time: [1×2500 double]
dof: [18×2500 double]
label: {18×1 cell}
trial: [215×18×2500 double]
dimord: 'rpt_chan_time'
elec: [1×1 struct]
trialinfo: [215×1 double]
cfg: [1×1 struct]
I've uploaded my data and the script that I use here:
https://we.tl/t-aOiKBh6fO7
Sorry for the long email! I hope I've described everything clearly and I
really appreciate any insight that you could give. I should note, I'm using
Matlab R2016b with Fieldtrip version 03/04/2017.
Thanks in advance for your help,
Anne
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.science.ru.nl/pipermail/fieldtrip/attachments/20190729/5af7ba09/attachment.html>
More information about the fieldtrip
mailing list