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Table 2 Details of simulation settings. Δ represents the difference between the location parameters of each distribution and the \({\sigma }^{2}\) represents the scale parameter of each distribution

From: Statistical modeling of health space based on metabolic stress and oxidative stress scores

Scenario

1

2

Sub Scenario

1

2

3

4

1

2

3

4

 \(\Delta\)

1

1.5

2

3

0.5

1

1.5

2

 \({\sigma }^{2}\)

1

1

1

1

1

1

1

1

 \(k\)

3

3

 \({p}_{1}\)

2

3

 \({p}_{2}\)

1

2

 \({q}_{1}\)

0

1

 \({q}_{2}\)

1

2

models

Logistic regression model

Proportional odds model

Logistic regression model

Logistic mixed effect model

Proportional odds model