AFNI Message Board

Dear AFNI users-

We are very pleased to announce that the new AFNI Message Board framework is up! Please join us at:

https://discuss.afni.nimh.nih.gov

Existing user accounts have been migrated, so returning users can login by requesting a password reset. New users can create accounts, as well, through a standard account creation process. Please note that these setup emails might initially go to spam folders (esp. for NIH users!), so please check those locations in the beginning.

The current Message Board discussion threads have been migrated to the new framework. The current Message Board will remain visible, but read-only, for a little while.

Sincerely, AFNI HQ

History of AFNI updates  

|
February 28, 2022 01:45PM
The proc.py command that generated the preprocessing and original GLM script:

# ==========================================================================
# script generated by the command:
#
# afni_proc.py -subj_id {$subj} -script proc.{$subj} -scr_overwrite -blocks \
#     tshift align tlrc volreg blur mask scale regress -copy_anat             \
#     /home/shaw-raid2/3T/CAD/{$subj}/nii/T1_unifized.nii.gz            \
#     -tcat_remove_first_trs 0 -dsets                                         \
#     /home/shaw-raid2/3T/CAD/{$subj}/nii/tfMRIMID1PA.nii               \
#     /home/shaw-raid2/3T/CAD/{$subj}/nii/tfMRIMID2PA.nii -tlrc_base    \
#     MNI_avg152T1+tlrc -volreg_align_to first -volreg_align_e2a              \
#     -volreg_tlrc_warp -blip_reverse_dset                                    \
#     /home/shaw-raid2/3T/CAD/{$subj}/nii/rfMRIRESTAP.nii.gz -blur_size \
#     3.0 -regress_stim_times                                                 \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expect0En.1D           \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expect0p.1D            \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expect2E.1D            \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expect40C.1D           \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expectm1E.1D           \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}expectm20C.1D          \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}fehler.1D              \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}out0En.1D              \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}out0Ep.1D              \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}out2E.1D               \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}out40C.1D              \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}outm1E.1D              \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}outm20C.1D             \
#     /home/shaw-raid2/3T/CAD/{$subj}/1D/{$subj}target.1D              \
#     -regress_stim_labels expect0En expect0p expect2E expect40C expectm1E    \
#     expectm20C fehler out0En out0Ep out2E out40C outm1E outm20C target      \
#     -regress_basis GAM -regress_censor_motion 0.5 -regress_make_ideal_sum   \
#     sum_ideal.1D -regress_est_blur_epits -regress_est_blur_errts

Then the GLM was rerun with -stim_times_IM to get the beta series. Correlations with the seed were computed for two conditions and Fisher z transformed.

set subj = $argv

cd $subj.results.pcb

# run the regression analysis
3dDeconvolve -input pb05.$subj.r*.scale+tlrc.HEAD                          \
    -censor motion_${subj}_censor.1D                                       \
    -polort 6 -float                                                       \
    -num_stimts 20                                                         \
    -stim_times_IM 1 stimuli2/{$subj}expect0En.1D 'GAM'                       \
    -stim_label 1 expect0En                                                \
    -stim_times_IM 2 stimuli2/{$subj}expect0p.1D 'GAM'                        \
    -stim_label 2 expect0p                                                 \
    -stim_times_IM 3 stimuli2/{$subj}expect2E.1D 'GAM'                        \
    -stim_label 3 expect2E                                                 \
    -stim_times 4 stimuli2/{$subj}expect40C.1D 'GAM'                       \
    -stim_label 4 expect40C                                                \
    -stim_times_IM 5 stimuli2/{$subj}expectm1E.1D 'GAM'                       \
    -stim_label 5 expectm1E                                                \
    -stim_times 6 stimuli2/{$subj}expectm20C.1D 'GAM'                      \
    -stim_label 6 expectm20C                                               \
    -stim_times 7 stimuli2/{$subj}fehler.1D 'GAM'                          \
    -stim_label 7 fehler                                                   \
    -stim_times_IM 8 stimuli2/{$subj}out0En.1D 'GAM'                          \
    -stim_label 8 out0En                                                   \
    -stim_times_IM 9 stimuli2/{$subj}out0Ep.1D 'GAM'                          \
    -stim_label 9 out0Ep                                                   \
    -stim_times_IM 10 stimuli2/{$subj}out2E_beta.1D 'GAM'                          \
    -stim_label 10 out2E                                                   \
    -stim_times 11 stimuli2/{$subj}out40C_beta.1D 'GAM'                         \
    -stim_label 11 out40C                                                  \
    -stim_times_IM 12 stimuli2/{$subj}outm1E_beta.1D 'GAM'                         \
    -stim_label 12 outm1E                                                  \
    -stim_times 13 stimuli2/{$subj}outm20C_beta.1D 'GAM'                        \
    -stim_label 13 outm20C                                                 \
    -stim_times 14 stimuli2/{$subj}target.1D 'GAM'                         \
    -stim_label 14 target                                                  \
    -stim_file 15 motion_demean.1D'[0]' -stim_base 15 -stim_label 15 roll  \
    -stim_file 16 motion_demean.1D'[1]' -stim_base 16 -stim_label 16 pitch \
    -stim_file 17 motion_demean.1D'[2]' -stim_base 17 -stim_label 17 yaw   \
    -stim_file 18 motion_demean.1D'[3]' -stim_base 18 -stim_label 18 dS    \
    -stim_file 19 motion_demean.1D'[4]' -stim_base 19 -stim_label 19 dL    \
    -stim_file 20 motion_demean.1D'[5]' -stim_base 20 -stim_label 20 dP    \
    -fout -tout -x1D X.xmat.1D -xjpeg X.jpg                                \
    -x1D_uncensored X.nocensor.xmat.1D                                     \
    -GOFORIT 6 \
    -fitts fitts_beta_series2.$subj                                                     \
    -errts errts_beta_series2.${subj}                                                   \
    -bucket stats_beta_series2.$subj

3dbucket -prefix betas_expect_2 stats_beta_series2.{$subj}+tlrc.'[83..137(2)]'
3dbucket -prefix betas_expect_0 stats_beta_series2.{$subj}+tlrc.'[1..80(2)]'


3drefit -TR 0.8 betas_expect_2+tlrc
3drefit -TR 0.8 betas_expect_0+tlrc

3dmaskave -mask ../caudate_MNI_ROI+tlrc -quiet -mrange 1 1 betas_expect_2+tlrc. > caudate_expect_2_seed.1D
3dmaskave -mask ../caudate_MNI_ROI+tlrc -quiet -mrange 1 1 betas_expect_0+tlrc. > caudate_expect_0_seed.1D


3dfim+ -input betas_expect_2+tlrc. -polort 1 -ideal_file caudate_expect_2_seed.1D -out Correlation -bucket caudate_expect2_Correlation
3dfim+ -input betas_expect_0+tlrc. -polort 1 -ideal_file caudate_expect_0_seed.1D -out Correlation -bucket caudate_expect0_Correlation

3dcalc -prefix caudate_expect2_fisherz -a caudate_expect2_Correlation+tlrc. -expr 'log((1+a)/(1-a))/2'
3dcalc -prefix caudate_expect0_fisherz -a caudate_expect0_Correlation+tlrc. -expr 'log((1+a)/(1-a))/2'

cd ../
end

The t-tests compared patients and controls on difference scores.

cd {$subj}.results.pcb

echo $subj

3dcalc -overwrite -prefix expect2_minus_expect0 -a caudate_expect2_fisherz+tlrc -b caudate_expect0_fisherz+tlrc -expr 'a-b'


cd ../

end

There was much more activation for each group separately than for the difference between groups, so it was easier to convey the apparent lack of smoothness if I just showed the activation for the controls.

Here's the 3dttest++ command.

#!/bin/tcsh -xef

# created by uber_ttest.py: version 1.1 (October 18, 2012)
# creation date: Wed Feb  9 15:22:36 2022

# ---------------------- set process variables ----------------------

set mask_dset = /home/jaco-raid2/data/CAD/MID_analysis/new_good_preproc/old_masks_ANOVAS_etc_b4_consensus/90per_mask+tlrc

set dirA = /home/jaco-raid9/data/MID_analysis
set dirB = /home/jaco-raid2/data/CAD/MID_analysis/new_good_preproc

# specify and possibly create results directory
set results_dir = test.results
if ( ! -d $results_dir ) mkdir $results_dir

# ------------------------- process the data -------------------------

3dttest++ -prefix $results_dir/stats.ttest -AminusB                           \
          -mask $mask_dset                                                    \
          -clustsim                                                           \
          -setA controls                                                      \
             05782 "$dirA/P1005782.results.pcb/expect2_minus_expect0+tlrc[0]" \
             06162 "$dirA/P1006162.results.pcb/expect2_minus_expect0+tlrc[0]" \
             06397 "$dirA/P1006397.results.pcb/expect2_minus_expect0+tlrc[0]" \
             06912 "$dirA/P1006912.results.pcb/expect2_minus_expect0+tlrc[0]" \
             07161 "$dirA/P1007161.results.pcb/expect2_minus_expect0+tlrc[0]" \
             07372 "$dirA/P1007372.results.pcb/expect2_minus_expect0+tlrc[0]" \
             07451 "$dirA/P1007451.results.pcb/expect2_minus_expect0+tlrc[0]" \
             07591 "$dirA/P1007591.results.pcb/expect2_minus_expect0+tlrc[0]" \
             07601 "$dirA/P1007601.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10023 "$dirA/P1010023.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10053 "$dirA/P1010053.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10063 "$dirA/P1010063.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10083 "$dirA/P1010083.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10098 "$dirA/P1010098.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10103 "$dirA/P1010103.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10133 "$dirA/P1010133.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10143 "$dirA/P1010143.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10153 "$dirA/P1010153.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10163 "$dirA/P1010163.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10183 "$dirA/P1010183.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10208 "$dirA/P1010208.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10213 "$dirA/P1010213.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10228 "$dirA/P1010228.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10242 "$dirA/P1010242.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10278 "$dirA/P1010278.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10283 "$dirA/P1010283.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10299 "$dirA/P1010299.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10309 "$dirA/P1010309.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10407 "$dirA/P1010407.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10422 "$dirA/P1010422.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10519 "$dirA/P1010519.results.pcb/expect2_minus_expect0+tlrc[0]" \
             10859 "$dirA/P1010859.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11033 "$dirA/P1011033.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11129 "$dirA/P1011129.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11139 "$dirA/P1011139.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11169 "$dirA/P1011169.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11399 "$dirA/P1011399.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11532 "$dirA/P1011532.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11852 "$dirA/P1011852.results.pcb/expect2_minus_expect0+tlrc[0]" \
             11968 "$dirA/P1011968.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12033 "$dirA/P1012033.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12209 "$dirA/P1012209.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12219 "$dirA/P1012219.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12249 "$dirA/P1012249.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12259 "$dirA/P1012259.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12269 "$dirA/P1012269.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12333 "$dirA/P1012333.results.pcb/expect2_minus_expect0+tlrc[0]" \
             12343 "$dirA/P1012343.results.pcb/expect2_minus_expect0+tlrc[0]" \
             15038 "$dirA/P1015038.results.pcb/expect2_minus_expect0+tlrc[0]" \
          -setB probands                                                      \
             2104777                                                          \
          "$dirB/P2104777.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2110417                                                          \
          "$dirB/P2110417.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2110451                                                          \
          "$dirB/P2110451.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2110465                                                          \
          "$dirB/P2110465.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2110686                                                          \
          "$dirB/P2110686.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2110786                                                          \
          "$dirB/P2110786.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111147                                                          \
          "$dirB/P2111147.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111227                                                          \
          "$dirB/P2111227.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111257                                                          \
          "$dirB/P2111257.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111265                                                          \
          "$dirB/P2111265.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111367                                                          \
          "$dirB/P2111367.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111522                                                          \
          "$dirB/P2111522.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111887                                                          \
          "$dirB/P2111887.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2111899                                                          \
          "$dirB/P2111899.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2112024                                                          \
          "$dirB/P2112024.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2112232                                                          \
          "$dirB/P2112232.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2112274                                                          \
          "$dirB/P2112274.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2204002                                                          \
          "$dirB/P2204002.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2204172                                                          \
          "$dirB/P2204172.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2210347                                                          \
          "$dirB/P2210347.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2210883                                                          \
          "$dirB/P2210883.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2211147                                                          \
          "$dirB/P2211147.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2211887                                                          \
          "$dirB/P2211887.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2211899                                                          \
          "$dirB/P2211899.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2212024                                                          \
          "$dirB/P2212024.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2212274                                                          \
          "$dirB/P2212274.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             2212284                                                          \
          "$dirB/P2212284.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3101922                                                          \
          "$dirB/P3101922.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3102042                                                          \
          "$dirB/P3102042.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3102476                                                          \
          "$dirB/P3102476.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3103732                                                          \
          "$dirB/P3103732.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3103971                                                          \
          "$dirB/P3103971.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3104031                                                          \
          "$dirB/P3104031.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3104042                                                          \
          "$dirB/P3104042.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3104062                                                          \
          "$dirB/P3104062.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3104172                                                          \
          "$dirB/P3104172.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3104663                                                          \
          "$dirB/P3104663.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3110387                                                          \
          "$dirB/P3110387.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3110692                                                          \
          "$dirB/P3110692.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3110883                                                          \
          "$dirB/P3110883.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3110956                                                          \
          "$dirB/P3110956.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111176                                                          \
          "$dirB/P3111176.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111247                                                          \
          "$dirB/P3111247.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111282                                                          \
          "$dirB/P3111282.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111367                                                          \
          "$dirB/P3111367.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111427                                                          \
          "$dirB/P3111427.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111637                                                          \
          "$dirB/P3111637.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111887                                                          \
          "$dirB/P3111887.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3111899                                                          \
          "$dirB/P3111899.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3112322                                                          \
          "$dirB/P3112322.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3200755                                                          \
          "$dirB/P3200755.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3210962                                                          \
          "$dirB/P3210962.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3211899                                                          \
          "$dirB/P3211899.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3300833                                                          \
          "$dirB/P3300833.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             3400685                                                          \
          "$dirB/P3400685.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4100631                                                          \
          "$dirB/P4100631.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4100833                                                          \
          "$dirB/P4100833.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4102082                                                          \
          "$dirB/P4102082.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4102273                                                          \
          "$dirB/P4102273.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4103882                                                          \
          "$dirB/P4103882.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4104604                                                          \
          "$dirB/P4104604.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4104647                                                          \
          "$dirB/P4104647.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4110363                                                          \
          "$dirB/P4110363.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4110632                                                          \
          "$dirB/P4110632.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111147                                                          \
          "$dirB/P4111147.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111257                                                          \
          "$dirB/P4111257.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111367                                                          \
          "$dirB/P4111367.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111457                                                          \
          "$dirB/P4111457.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111522                                                          \
          "$dirB/P4111522.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4111777                                                          \
          "$dirB/P4111777.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4112024                                                          \
          "$dirB/P4112024.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4112222                                                          \
          "$dirB/P4112222.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4112232                                                          \
          "$dirB/P4112232.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             4203218                                                          \
          "$dirB/P4203218.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5102243                                                          \
          "$dirB/P5102243.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5104604                                                          \
          "$dirB/P5104604.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5110387                                                          \
          "$dirB/P5110387.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5110646                                                          \
          "$dirB/P5110646.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5110867                                                          \
          "$dirB/P5110867.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             5204604                                                          \
          "$dirB/P5204604.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             6000631                                                          \
          "$dirB/P6000631.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             6001403                                                          \
          "$dirB/P6001403.results.pcb/expect2_minus_expect0+tlrc[0]"          \
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          "$dirB/P6001501.results.pcb/expect2_minus_expect0+tlrc[0]"          \
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          "$dirB/P6012232.results.pcb/expect2_minus_expect0+tlrc[0]"          \
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          "$dirB/P6012322.results.pcb/expect2_minus_expect0+tlrc[0]"          \
             6015327                                                          \
          "$dirB/P6015327.results.pcb/expect2_minus_expect0+tlrc[0]"
Subject Author Posted

smoothing and beta series connectivity Attachments

Phil Burton February 21, 2022 01:46PM

Re: smoothing and beta series connectivity

gang February 23, 2022 10:10PM

Re: smoothing and beta series connectivity

Phil Burton February 24, 2022 08:46AM

Re: smoothing and beta series connectivity

gang February 24, 2022 11:15AM

Re: smoothing and beta series connectivity

Phil Burton February 24, 2022 11:24AM

Re: smoothing and beta series connectivity

Daniel Glen February 24, 2022 02:13PM

Re: smoothing and beta series connectivity

Phil Burton February 24, 2022 02:23PM

Re: smoothing and beta series connectivity

ptaylor February 28, 2022 09:02AM

Re: smoothing and beta series connectivity

Phil Burton February 28, 2022 01:45PM

Re: smoothing and beta series connectivity

ptaylor February 28, 2022 09:09PM

Re: smoothing and beta series connectivity

Phil Burton March 01, 2022 01:34PM