Skip to main content

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).