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Table 4 Sorted estimate of parameter effects on log transformed gene expression

From: DNA methylation and gene expression in Mimulus guttatus

Positive Terms

Estimate

Std Error

t Ratio

Prob > |t|

Intron Length

0.3472

0.0117

29.75

<.0001

Gene Body CHG2

0.0874

0.0082

10.64

<.0001

Number of Exons*Intron Length

0.0793

0.0081

9.74

<.0001

Exon Length

0.0767

0.0102

7.55

<.0001

Exon Length* Intron Length

0.0553

0.0070

7.86

<.0001

Gene Body CG * Exon Length

0.0392

0.0089

4.4

<.0001

Gene Body CG2 * Exon Length

0.0303

0.0069

4.37

<.0001

Up-Stream CHH

0.0275

0.0055

4.99

<.0001

Gene Body CG*Gene Body CHH

0.0244

0.0064

3.78

0.0002

Down-stream CHH

0.0185

0.0050

3.69

0.0002

Up-stream CHH* Percent CG

0.0167

0.0051

3.28

0.0011

Intron Length3

0.0105

0.0007

14.4

<.0001

Exon Length2 * Number of Exons

0.0074

0.0009

8.19

<.0001

Negative Terms

Gene Body CHG

−0.3273

0.0197

−16.58

<.0001

Intron Length2

−0.1611

0.0076

−21.18

<.0001

Gene Body CG2

−0.0980

0.0092

−10.62

<.0001

Gene Body CG

−0.0720

0.0118

−6.09

<.0001

Exon Length * Number of Exons

−0.0662

0.0076

−8.72

<.0001

Gene Body CHH

−0.0451

0.0076

−5.93

<.0001

Number of Exons

−0.0308

0.0112

−2.75

0.0059

Percent CG3

−0.0277

0.0059

−4.73

<.0001

Up-Stream CG

−0.0274

0.0054

−5.06

<.0001

Exon Length2

−0.0205

0.0033

−6.28

<.0001

Gene Body CHG * Exon Length

−0.0198

0.0058

−3.41

0.0007

Up-stream CG* Up-stream CHH

−0.0188

0.0058

−3.23

0.0012

Up-stream CG* Gene Body CG

−0.0170

0.0052

−3.28

0.001

Exon Length * Intron Length * Number of Exons

−0.0118

0.0016

−7.21

<.0001

Gene Body CHG3

−0.0063

0.0008

−7.95

<.0001

  1. *Superscripts represent the power to which a term is raised