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Table 1 Excerpt from the ANOVA tables of the analysis of the recovery of the true structures underlying the simulated data.

From: Integrating functional genomics data using maximum likelihood based simultaneous component analysis

True structure Factor df F ω 2
T m Noise Total 2 139 855 .44
  Method 1 106 207 .17
  Noise Ratio * Noise Total 4 26 255 .17
  Method * Noise Ratio 2 23 912 .075
  Method * Noise Total 2 22 988 .072
Noise Total 2 370 120 .36
  Noise Ratio 2 361 152 .36
  Noise Ratio * Noise Total 4 141 444 .28
Noise Total 2 112 233 .37
  Noise Ratio 2 107 744 .35
  Noise Ratio * Noise Total 4 42 273 .28
Noise Total 2 39 177 .41
  Noise Ratio * Noise Total 4 10 644 .22
  Noise Ratio 2 9 239 .096
  Method 1 16 792 .088
  Method * Noise Ratio 2 6 599 .069
Noise Total 2 21 643 .39
  Noise Ratio * Noise Total 4 7 018 .26
  Method * Noise Ratio 2 4 622 .084
  Method 1 8 369 .076
  Noise Ratio 2 4 169 .076
  1. F denotes the value of the F statistic, df the degrees of freedom, and ω2 the effect size. Only the most important factors in terms of ω2 (ω2 ≥ .050) are reported (all were significant p < .0001).