| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | |
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1 | Question/comparison | Values | Statistical test and n numbers | stat results | ||||||||||||||||||||||||
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3 | Magnitude of correlataions | Mean (SEM) | Mean abs value over stimulus period + LME on pairs | |||||||||||||||||||||||||
4 | Noise Corrs | Stat: 0.0960 (0.0007) | f = 'vals ~ state + (1|pair) + (1|sesh)'; | |||||||||||||||||||||||||
5 | Run: 0.0607 (0.0005) | nSeshpairs = 9730 4095 2556 2485 666 | pVal = 0 | |||||||||||||||||||||||||
6 | Total pairs = 19532 | |||||||||||||||||||||||||||
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8 | Signal Corrs | Stat: 0.0440 (0.0003) | pVal=0 | |||||||||||||||||||||||||
9 | Run: 0.0767 (0.0006) | |||||||||||||||||||||||||||
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12 | Slope of signal and noise correlations | RM-anova, n = 5 subjects. | ||||||||||||||||||||||||||
13 | [p,tbl,stats,terms] = anovan(slopeVec,{timeVec,stateVec,subjVec},'model',2,'random',3,'varnames',{'Time','State','Subj'}); | |||||||||||||||||||||||||||
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15 | Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 10.8998 105 0.1038 2.7 0 State 11.3975 1 11.3975 11.58 0.0272 Subj 4.7841 4 1.196 1.21 0.4276 Time*State 10.5841 105 0.1008 2.77 0 Time*Subj 16.1564 420 0.0385 1.06 0.2907 State*Subj 3.9355 4 0.9839 26.99 0 Error 15.3096 420 0.0365 Total 73.067 1059 | |||||||||||||||||||||||||||
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17 | Stabilisation of signal and noise | RM ANOVAs on non-overlapping time windows, from t=0 to t=800. n= 5 subjects. | ||||||||||||||||||||||||||
18 | [p,tbl,stats,terms] = anovan(noiseVec,{timeVec,stateVec,subjVec},'model',2,'random',3,'varnames',{'Time','State','Subj'}); | |||||||||||||||||||||||||||
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20 | Noise corrs | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 4.0321 80 0.0504 19.9 0 State 1.2595 1 1.25953 9.04 0.0397 Subj 4.7597 4 1.18993 8.47 0.0301 Time*State 0.5948 80 0.00744 5.12 0 Time*Subj 0.8106 320 0.00253 1.75 0 State*Subj 0.5575 4 0.13937 96.01 0 Error 0.4645 320 0.00145 Total 12.4788 809 | ||||||||||||||||||||||||||
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22 | Signal Corrs | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 53.9354 80 0.67419 81.63 0 State 6.3209 1 6.32093 21.69 0.0096 Subj 3.6868 4 0.9217 3.11 0.1445 Time*State 1.4626 80 0.01828 6.12 0 Time*Subj 2.643 320 0.00826 2.76 0 State*Subj 1.1659 4 0.29147 97.52 0 Error 0.9565 320 0.00299 Total 70.1711 809 | ||||||||||||||||||||||||||
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25 | Test on traianing window (100-200) | |||||||||||||||||||||||||||
26 | n=5 subjects | AD-test for normaility of difference, p = 0.1614 | ||||||||||||||||||||||||||
27 | paird-tt test, p = 0.0137 | |||||||||||||||||||||||||||
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30 | Shared population activity | |||||||||||||||||||||||||||
31 | Shared Variance | RM-ANOVA, 5 subjs | [p,tbl,stats,terms] = anovan(vals,{timeVec,stateVec,subjVec},'model',2,'random',3,'varnames',{'Time','State','Subj'}); | |||||||||||||||||||||||||
32 | Intact noise correlations: | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F ---------------------------------------------------------- Time 38797.1 180 215.5 13.59 0 State 725.7 1 725.7 0.7 0.4508 Subj 42673.9 4 10668.5 10.24 0.0223 Time*State 7469.4 180 41.5 2.66 0 Time*Subj 11421.1 720 15.9 1.02 0.4109 State*Subj 4165.4 4 1041.4 66.76 0 Error 11230.8 720 15.6 Total 116483.5 1809 | ||||||||||||||||||||||||||
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34 | Disrupted noise corelations (shuffled) | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 42871.8 180 238.2 39.44 0 State 12404.8 1 12404.8 78.84 0.0009 Subj 2032.7 4 508.2 3.17 0.1402 Time*State 9714.1 180 54 18.83 0 Time*Subj 4347.6 720 6 2.11 0 State*Subj 629.4 4 157.4 54.91 0 Error 2063.3 720 2.9 Total 74063.8 1809 | ||||||||||||||||||||||||||
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37 | Mixed model with shuffled corrs as a factor | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F ----------------------------------------------------------- Time 76768.3 180 426.5 34.21 0 State 3564.8 1 3564.8 4.18 0.1103 Subj 16416.6 4 4104.1 0.52 0.728 Corr 344715.3 1 344715.3 48.74 0.0022 Time*State 13960.4 180 77.6 7.36 0 Time*Subj 8976.8 720 12.5 1.18 0.0022 Time*Corr 4900.7 180 27.2 2.58 0 State*Subj 3409 4 852.3 80.9 0 State*Corr 9565.7 1 9565.7 907.97 0 Subj*Corr 28290.1 4 7072.5 671.31 0 Error 24694.9 2344 10.5 Total 535262.6 3619 | ||||||||||||||||||||||||||
38 | [p,tbl,stats,terms] = anovan(vals,{timeVec2,stateVec2,subjVec2, corrVec},'model','interaction','random',3,'varnames',{'Time','State','Subj','Corr'}); | |||||||||||||||||||||||||||
39 | ||||||||||||||||||||||||||||
40 | Dimensionality of Shared Variance | Intact | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 778.92 180 4.327 6.61 0 State 60.17 1 60.166 3.33 0.142 Subj 2322.85 4 580.712 32.13 0.0027 Time*State 97.03 180 0.539 0.85 0.9142 Time*Subj 471.55 720 0.655 1.03 0.3542 State*Subj 72.22 4 18.055 28.35 0 Error 458.58 720 0.637 Total 4261.32 1809 | |||||||||||||||||||||||||
41 | ||||||||||||||||||||||||||||
42 | Shuffled | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 433.263 180 2.407 13.59 0 State 95.611 1 95.611 94.9 0.0006 Subj 80.306 4 20.0765 18.05 0.0039 Time*State 88.189 180 0.4899 6.76 0 Time*Subj 127.494 720 0.1771 2.44 0 State*Subj 4.03 4 1.0075 13.9 0 Error 52.17 720 0.0725 Total 881.063 1809 | ||||||||||||||||||||||||||
43 | ||||||||||||||||||||||||||||
44 | Mixed-model | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F ---------------------------------------------------------- Time 1124.19 180 6.245 13.17 0 State 153.73 1 153.734 16.32 0.0156 Subj 1591.73 4 397.932 1.88 0.2681 Corr 3001 1 3000.999 14.79 0.0184 Time*State 107.67 180 0.598 1.59 0 Time*Subj 341.47 720 0.474 1.26 0.0001 Time*Corr 88 180 0.489 1.3 0.0064 State*Subj 37.69 4 9.422 24.97 0 State*Corr 2.04 1 2.043 5.41 0.0201 Subj*Corr 811.43 4 202.857 537.62 0 Error 884.44 2344 0.377 Total 8143.39 3619 | ||||||||||||||||||||||||||
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47 | Loading similarity of first dimension | Intact | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F ---------------------------------------------------------- Time 2.2676 180 0.0126 1.29 0.0133 State 34.1743 1 34.1743 60.47 0.0015 Subj 9.1068 4 2.2767 3.99 0.102 Time*State 4.5616 180 0.0253 6.89 0 Time*Subj 7.048 720 0.0098 2.66 0 State*Subj 2.2604 4 0.5651 153.6 0 Error 2.649 720 0.0037 Total 62.0677 1809 | |||||||||||||||||||||||||
48 | ||||||||||||||||||||||||||||
49 | Shuffled | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F --------------------------------------------------------- Time 2.1291 180 0.01183 1.33 0.006 State 3.1972 1 3.19722 12.38 0.0245 Subj 1.0949 4 0.27374 1.05 0.4812 Time*State 2.0078 180 0.01115 2.05 0 Time*Subj 6.4 720 0.00889 1.64 0 State*Subj 1.0329 4 0.25822 47.51 0 Error 3.9132 720 0.00543 Total 19.7751 1809 | ||||||||||||||||||||||||||
50 | ||||||||||||||||||||||||||||
51 | Mixed-model | --------------------------------------------------------- Source Sum Sq. d.f. Mean Sq. F Prob>F ----------------------------------------------------------- Time 2.024 180 0.0112 0.75 0.9904 State 29.139 1 29.1386 134.83 0.0003 Subj 2.367 4 0.5919 0.27 0.8844 Corr 32.74 1 32.7396 16.72 0.015 Time*State 5.573 180 0.031 5.74 0 Time*Subj 10.79 720 0.015 2.78 0 Time*Corr 2.372 180 0.0132 2.44 0 State*Subj 0.864 4 0.2161 40.06 0 State*Corr 8.233 1 8.2329 1526.12 0 Subj*Corr 7.834 4 1.9586 363.06 0 Error 12.645 2344 0.0054 Total 114.582 3619 |