[FieldTrip] Fwd: correlation with behavioural data and cluster statistics

[Valeriya Belyaeva]

---------- Forwarded message ---------
From: Valeriya Belyaeva <vabelyaeva94 at gmail.com>
Date: ср, 13 февр. 2019 г. в 16:28
Subject: correlation with behavioural data and cluster statistics
To: <fieldtrip at science.ru.nl>


Dear fieldtrip developers,

I have a question about correlation of neuronal and behavioural data. You
have discussed this question here:
http://www.fieldtriptoolbox.org/faq/how_can_i_test_for_correlations_between_neuronal_data_and_quantitative_stimulus_and_behavioural_variables/

I have taken the code, which was given as an example and added
cluster-based correction method. My goal is to perform correlation between
neuronal and behavioural data and then to account for multiple comparisons
with cluster statistics.

Could you, please, tell me, whether this script does it?

Here is the script:

% example script

cfg = [];

cfg.statistic        = 'ft_statfun_correlationT';

cfg.method           = 'montecarlo';

cfg.numrandomization = 1000;

cfg.correctm         = 'cluster';


cfg.clusteralpha     = 0.025;

cfg_neighb.method = 'triangulation';

cfg_neighb.layout = 'acticap_62';

cfg.neighbours = ft_prepare_neighbours(cfg_neighb, data_brain{:});


n1 = 42;    % n1 is the number of subjects

design(1,1:n1)       = behav_data(:,1); % mean reaction time by subject

cfg.design           = design;

cfg.ivar             = 1;

stat = ft_freqstatistics(cfg, data_brain{:});

Thank you a lot in advance!
-- 
Best regards,
Valeriya Belyaeva
HSE, Cognitive science and technologies



-- 
Best regards,
Valeriya Belyaeva
HSE, Cognitive science and technologies
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https://doi.org/10.1371/journal.pcbi.1002202