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Hi experts,
I have examined the relation between LGI and a behavioural continuous scale (SCQ) on QDEC while controlling for sex, age and surface area in my model. When I want to do another analysis, doing exactly this but also controlling for diagnosis as well, QDEC gives the following error:
ERROR: matrix is ill-conditioned or badly scaled, condno = 1e+08
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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.bin --y /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/y.mgh --fsgd /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/qdec.fsgd dods --glmdir /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0 --surf fsaverage lh --label /d/mjt/9/users/avideh/data/recon/fsaverage/label/lh.aparc.label --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Avg-Intercept-pial_lgi.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Avg-pial_lgi-RBS-Cor.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Diff-ADHD-ASD-Intercept-pial_lgi.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Diff-ADHD-ASD-Cor-pial_lgi-RBS.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Diff-M-F-Intercept-pial_lgi.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-Diff-M-F-Cor-pial_lgi-RBS.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-X-Dx-Sex-Intercept-pial_lgi.mat --C /d/mjt/9/users/avideh/data/recon/qdec/lh_LGI_RBS_overallscore_NDDs_controlling_SexAgeSA_fhwm0/contrasts/lh-X-Dx-Sex-Cor-pial_lgi-RBS.mat
2. The FSGD file (if using one)
3. And the design matrix above
Attempting to diagnose further
SumSq: Min=0.488835 (col 11), Max=3.834060 (col 6)
... could not determine the cause of the problem
My understanding is that QDEC allows for controlling for 2 discrete variables, thus I don't know what I am doing wrong if I also control for diagnosis (in addition to sex)?
I would really appreciate your help,
Thanks so much,
Avi