Yes, that looks right. It is the basic FDR computation

On 04/18/2018 12:53 PM, Livia Liu wrote:
>
> Dear Douglas,
>
> Thank you for your reply. I read the related FDR paper given in the 
> “mri_fdr –help”.
>
> Please tell me if the FDR correction in FreeSurfer do like the below.
>
> For the V vertices being tested, the general procedure is as follows:
>
> (1) Select a desired FDR bound q between 0 and 1. This is the maximum 
> FDR that the researcher is willing to tolerate on average and we 
> select q=0.05.
>
> (2) Order the P values from smallest to largest: P(1) ≤P(2) ≤••≤P(v). 
> Let v(i) be the vertex corresponding to P value P(i).
>
> (3) Let r be the largest i for which: P(i) ≤i/V*q/c(V), where c(V) is 
> a predetermined constant.
>
> (4) Declare the voxels v(1), . . . ,v(r) active, or in other words, 
> threshold the image of test statistics at the value corresponding to 
> the P value P(r).
>
> If I response like this, is it right?
>
> Thank you very much, and looking forward to reply.
>
> Kind regards,
>
> Livia
>
>
> 2018-04-18 0:41 GMT+08:00 Douglas Greve <dgr...@mgh.harvard.edu 
> <mailto:dgr...@mgh.harvard.edu>>:
>
>     You should read the FDR paper for more detail. But the FDR is the
>     number of false positives relative to the total number of
>     positives. The way it is interpreted is that when you look at an
>     image, 5% of the voxels above threshold are false. You don't know
>     which 5%. If the 5% came out of a big blob, probably you would not
>     change your conclusion about that blob. If there were a few single
>     voxels that were above threshold, you probably don't want to write
>     your paper around it.
>
>
>     On 4/16/18 11:42 PM, Livia Liu wrote:
>>
>>     Dear Douglas,
>>
>>
>>     Thank you for your reply. I run “mri_fdr –help” to get docs that
>>     include some information for how to use this command. However, I
>>     still don’t know how FDR was used to correct for multiple
>>     comparisons.
>>
>>
>>     This question is an opinion given by one reviewer, and I really
>>     don’t know how to reply.
>>
>>     For the description "To correct for multiple comparisons, the
>>     thresholds of the P maps were set to yield an expected false
>>     discovery rate (FDR) of 0.05." The reviewer said “Would help to
>>     provide more details as to how FDR was used to correct for multiple?”
>>
>>
>>     Would you please give me some help to response the question?
>>     Thank you very much.
>>
>>
>>     Kind regards,
>>
>>     Livia
>>
>>
>>     2018-04-17 0:40 GMT+08:00 Douglas N. Greve
>>     <dgr...@mgh.harvard.edu <mailto:dgr...@mgh.harvard.edu>>:
>>
>>         You can also use mri_fdr Run  it with --help to get docs
>>
>>
>>         On 04/16/2018 10:23 AM, Livia Liu wrote:
>>         >
>>         > Dear FS experts,
>>         >
>>         > I'd like to know that how FDR was used to correct for multiple
>>         > comparisons. I do FDR correction in two way in FreeSurfer.
>>         >
>>         > 1, Do the FDR correction in the qdec tool. And the page of
>>         “False
>>         > Discovery Rate” in the page “Multiple-Comparisons
>>         Correction in Qdec”
>>         > was lost.
>>         >
>>         > 2, Use “lme_mass_FDR.m” to do the FDR correction in LME
>>         model, which
>>         > was based on Tom's FDR.m in the github, however the page
>>         was also lost.
>>         >
>>         > Would help to provide more details as to how FDR in the two
>>         way was
>>         > used to correct for multiple comparisons?
>>         >
>>         >
>>         > Thank you very much, and looking forward to reply.
>>         >
>>         > Kind regards,
>>         >
>>         > Livia
>>         >
>>         >
>>         >
>>         >
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