Am I correct in assuming this results in z-scoring/normalizing the covariates?

Ryan Michael Nillo
Staff Research Associate I
University of California San Francisco
Department of Radiology and Biomedical Imaging

> On Oct 28, 2019, at 7:33 AM, Greve, Douglas N.,Ph.D. <dgr...@mgh.harvard.edu> 
> wrote:
> 
> My guess is that your covariates have almost no range to them and so look 
> like constant (similar to columns 1 and 2). You can try demeaning and 
> rescaling the covariates. You can do this by hand and create a new FSGD file 
> or you can add the following lines anywhere in the fsgd:
> RescaleFlag 1
> DemeanFlag 1
> 
> 
> On 10/26/19 10:45 PM, Nillo, Ryan Michael R wrote:
>> Hello,
>> 
>> I ran mri_glmfit with the following fsgd file:
>> 
>> GroupDescriptorFile 1
>> Title CJD 
>> 
>> Class MM1_MV1 
>> Class MV2_VV2 
>> 
>> Variables  frontal 
>> 
>> Input 7693
>> MV2_VV2 2.930667
>> Input 11985
>> MV2_VV2 2.410333
>> Input 13082
>> MV2_VV2 2.529333
>> Input 13425
>> MV2_VV2 2.593667
>> Input 13667
>> MM1_MV1 2.628667
>> Input 13900
>> MM1_MV1 2.675333
>> Input 14094
>> MM1_MV1 2.549333
>> Input 15566
>> MV2_VV2 2.666667
>> Input 15999
>> MM1_MV1 2.641
>> Input 16714
>> MV2_VV2 2.643
>> Input 16848
>> MV2_VV2 2.63
>> Input 16952
>> MV2_VV2 2.516
>> Input 7693a
>> MV2_VV2 3.054
>> Input 11985a
>> MV2_VV2 2.42
>> Input 13082a
>> MV2_VV2 2.454
>> Input 13425a
>> MV2_VV2 2.602
>> Input 13667a
>> MM1_MV1 2.604333
>> Input 13900a
>> MM1_MV1 2.601333
>> Input 14094a
>> MM1_MV1 2.523333
>> Input 15566a
>> MV2_VV2 2.713333
>> Input 15999a
>> MM1_MV1 2.584333
>> Input 16714a
>> MV2_VV2 2.673333
>> Input 16848a
>> MV2_VV2 2.533333
>> Input 16952a
>> MV2_VV2 2.486
>> 
>> My two contrast matrices are:
>> one.mtx = [ 0 0 1 0 ]
>> two.mtx = [ 0 0 0 1 ]
>> 
>> When running the mri_glmfit command "mri_glmfit --glmdir new.frontal.lgi 
>> --fsgd new.frontal.fsgd.txt --fwhm 30 --surf fsaverage lh --y 
>> lh.pial_lgi.fwhm0.mgh --C one.mtx --C two.mtx”, I get the following output:
>> 
>> INFO: gd2mtx_method is dods
>> Saving design matrix to new.frontal.lgi/Xg.dat
>> Computing normalized matrix
>> Normalized matrix condition is 12820.7
>> Design matrix ------------------
>>  0.00000   1.00000   0.00000   2.93067;
>>  0.00000   1.00000   0.00000   2.41033;
>>  0.00000   1.00000   0.00000   2.52933;
>>  0.00000   1.00000   0.00000   2.59367;
>>  1.00000   0.00000   2.62867   0.00000;
>>  1.00000   0.00000   2.67533   0.00000;
>>  1.00000   0.00000   2.54933   0.00000;
>>  0.00000   1.00000   0.00000   2.66667;
>>  1.00000   0.00000   2.64100   0.00000;
>>  0.00000   1.00000   0.00000   2.64300;
>>  0.00000   1.00000   0.00000   2.63000;
>>  0.00000   1.00000   0.00000   2.51600;
>>  0.00000   1.00000   0.00000   3.05400;
>>  0.00000   1.00000   0.00000   2.42000;
>>  0.00000   1.00000   0.00000   2.45400;
>>  0.00000   1.00000   0.00000   2.60200;
>>  1.00000   0.00000   2.60433   0.00000;
>>  1.00000   0.00000   2.60133   0.00000;
>>  1.00000   0.00000   2.52333   0.00000;
>>  0.00000   1.00000   0.00000   2.71333;
>>  1.00000   0.00000   2.58433   0.00000;
>>  0.00000   1.00000   0.00000   2.67333;
>>  0.00000   1.00000   0.00000   2.53333;
>>  0.00000   1.00000   0.00000   2.48600;
>> --------------------------------
>> ERROR: matrix is ill-conditioned or badly scaled, condno = 12820.7
>> --------------------------------
>> Possible problem with experimental design:
>> Check for duplicate entries and/or lack of range of
>> continuous variables within a class.
>> If you seek help with this problem, make sure to send:
>>   1. Your command line:
>>     mri_glmfit --glmdir new.frontal.lgi --fsgd new.frontal.fsgd.txt --fwhm 
>> 30 --surf fsaverage lh --y lh.pial_lgi.fwhm0.mgh --C one.mtx --C two.mtx 
>>   2. The FSGD file (if using one)
>>   3. And the design matrix above
>> Attempting to diagnose further 
>> SumSq: Min=2.828427 (col 1), Max=10.485683 (col 4)
>>  ... could not determine the cause of the problem
>> 
>> 
>> Can anyone give me some insight into what might be going wrong? 
>> 
>> Thanks so much,
>> 
>> Ryan Michael Nillo
>> Staff Research Associate I
>> University of California San Francisco
>> Department of Radiology and Biomedical Imaging
>> 
>> 
>> 
>>         External Email - Use Caution        
>> 
>> 
>> 
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