[FieldTrip] Cluster analysis on correlation statistics
Tom Marshall
t.marshall at fcdonders.ru.nl
Mon Dec 8 16:10:24 CET 2014
Hm... it seems that I may have reinvented the wheel (or perhaps invented
a cruder wheel before Eric and co provided this more streamlined one).
Eric, can indepsamplesregrT also compute nonparametric correlation
coefficients (eg Spearman)?
Best,
Tom
On 12/8/2014 3:56 PM, Maris, E.G.G. (Eric) wrote:
> Hi Chris,
> Just to clarify my last email: I'm referring to correlation between
> either single trial data within subject, or averaged ERPs across
> subjects, with a behavioral variable. Not linear regression across
> conditions as is already implemented in the ft_statfun_depsamplesregrT
> function.
> For correlating/regressing single trial data of a single subject, you
> use the ft_statfun_indepsamplesregrT (with the units-of-observations
> being the trials, which each correspond to one column of your design
> matrix).
> For correlating/regressing subject-averaged data of a group of
> subjects, you also use the ft_statfun_indepsamplesregrT (with the
> units-of-observations being the subjects, which each correspond to one
> column of your design matrix). Note, in this case your behavioral
> data (accuracy or RT) or also subject averages.
> Best,
> Eric Maris
> ------------------------------------------------------------------------
> *Van:* Dr C A Brown [cb802 at cam.ac.uk]
> *Verzonden:* zaterdag 6 december 2014 12:33
> *Aan:* fieldtrip at science.ru.nl
> *Onderwerp:* Re: [FieldTrip] Cluster analysis on correlation statistics
>
> Hello again,
>
> Just to clarify my last email: I'm referring to correlation between
> either single trial data within subject, or averaged ERPs across
> subjects, with a behavioral variable. Not linear regression across
> conditions as is already implemented in the ft_statfun_depsamplesregrT
> function.
>
> Many thanks
> Chris
>
> Dr Christopher Brown
> Research Associate
>
> Sent from a mobile device, please excuse my brevity.
>
> ----- Reply message -----
> From: "Christopher Brown" <cb802 at cam.ac.uk>
> To: <fieldtrip at science.ru.nl>
> Subject: Cluster analysis on correlation statistics
> Date: Sat, Dec 6, 2014 07:49
>
> Dear all
>
> I would like to use the cluster analysis functions in Fieldtrip on
> correlation statistics. I note there has been some discussion about
> this on this list in the past but I haven't come across the necessary
> ft_statfun_corr function to allow this analysis. It would be great if
> somebody has this code and could share it with me; otherwise, I will
> embark on writing it myself and sharing my results with everyone for
> feedback. Being new to Fieldtrip I would greatly appreciate any
> collaborative help with this. May I check my understanding on
> something before getting started: To allow for multiple comparisons
> correction using monte carlo for example, as part of a cluster
> analysis, I presume the output of the function must be t values rather
> than correlation coefficients? Any other hints as to how to write this
> are most welcome.
>
> Kind regards
>
> Chris
>
> --
> *Dr Christopher Brown*
> /Research Associate//| CamPain Group//| Division of Anaesthesia | School of Clinical Medicine | University of Cambridge/
> Box 93
> Addenbrooke's Hospital
> Hills Road
> Cambridge CB2 0QQ
>
> 01223 256 995
>
>
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