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Table 2 Corresponding p-values of liver inflammation grades in CHB dataset (α = 0.05)

From: knnAUC: an open-source R package for detecting nonlinear dependence between one continuous variable and one binary variable

Variables

knnAUC

Logit

Distance

MIC

KS

CANOVA

Gender

7.889E-01

7.527E-01

7.094E-01

8.841E-04

1.00E + 00

5.132E-01

Age

6.957E-01

4.304E-01

4.633E-01

1.696E-01

3.54E-01

6.023E-01

AST

1.387E-05

4.524E-03

2.000E-05

4.581E-01

5.90E-06

3.729E-03

ALT

2.180E-04

8.211E-05

1.000E-05

4.229E-01

3.36E-06

1.574E-04

HBV

6.121E-03

6.775E-01

1.827E-01

2.557E-01

1.19E-01

9.440E-02

DLX3

7.755E-01

2.928E-02

4.196E-02

1.877E-01

6.61E-02

7.607E-01

ALPK1

2.007E-02

1.458E-03

2.220E-03

2.719E-01

9.67E-03

2.619E-01

YBX1

2.791E-02

7.759E-05

1.100E-04

3.419E-01

3.95E-03

3.390E-01

ZNF75A

2.584E-01

1.288E-01

3.924E-02

2.662E-01

4.24E-02

2.619E-01

SPP2

6.084E-04

8.177E-02

3.031E-02

2.681E-01

3.09E-02

9.435E-02

TTLL4

3.332E-01

5.029E-01

5.182E-01

2.411E-01

6.73E-01

2.620E-01

TTLL7

1.350E-01

2.789E-01

3.477E-01

2.097E-01

3.43E-01

6.025E-01

AGAP3

3.300E-02

7.963E-01

8.173E-02

2.611E-01

1.74E-01

1.386E-01

DCTN4

4.869E-03

4.212E-02

1.367E-02

2.534E-01

8.61E-03

2.619E-01

IGF1R

7.545E-01

7.296E-01

9.058E-01

1.714E-01

8.44E-01

6.850E-01

PRDX2

6.649E-01

1.120E-01

1.898E-01

2.281E-01

4.14E-01

6.024E-01

NKAPL

9.824E-01

8.817E-01

6.992E-01

2.598E-01

7.37E-01

3.871E-02

NRXN1

7.167E-01

9.583E-01

9.895E-01

1.670E-01

9.82E-01

9.165E-01

NXF2

1.473E-01

9.902E-01

8.698E-01

1.899E-01

7.14E-01

9.166E-01

Pou2f2

5.958E-01

3.176E-01

3.898E-01

2.034E-01

3.79E-01

7.607E-01

SIRPB2

9.394E-01

3.853E-01

6.399E-01

1.771E-01

9.04E-01

8.766E-01

TRD

3.733E-01

6.533E-01

1.965E-01

2.445E-01

1.10E-01

8.766E-01

  1. If MIC> 0.31677, then p value < 0.050004564
  2. Variable Y: G on behalf of liver inflammation grades, two categories
  3. Variable X: age; gender; ALT, AST, HBV_DNA is the value after standardization; 17 primitive gene expression
  4. The significant values are shown in bold; the significant variables detected only by knnAUC are shown in bold italics