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Table 1 Means and standard deviations of 3000 sample statistics (HIV prevalence = 10%)

From: Risk of using logistic regression to illustrate exposure-response relationship of infectious diseases

Models

Parameters

Mean

Standard deviation

Coefficient of variation

A (Ordinary)

Intercept (α)

−5.24

0.10

−2%

 

Coefficient (β)

0.23

0.01

4%

B (Categorical)

Intercept (α)

−0.66

0.41

−62%

  0-2 partners

Coefficient (β)

Ref

Ref

 

  3-5 partners

Coefficient (β)

−0.14

0.29

−207%

  6-10 partners

Coefficient (β)

−0.14

0.28

−200%

  11-15 partners

Coefficient (β)

2.06

0.52

25%

  16-20 partners

Coefficient (β)

4.06

0.52

13%

  21-25 partners

Coefficient (β)

4.67

0.53

11%

  26-30 partners

Coefficient (β)

5.26

0.53

10%

  31-35 partners

Coefficient (β)

5.97

0.55

9%

  36-40 partners

Coefficient (β)

6.91

0.73

11%

  > = 41 partners

Coefficient (β)

10.02

3.78

38%

C (Log transformation)

Intercept (α)

10.95

0.46

−4%

 

Coefficient (β)

3.46

0.16

5%