Table 1 Parameter specification in the data generation of the scenarios with low separation between classes in the simulation study
Scenario | Class 1 | Class 2 | Class 3 | ||||
|---|---|---|---|---|---|---|---|
Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | ||
1 | Intercept | 3.00 | 0.3 | 4.00 | 0.60 | 5.00 | 0.90 |
Slope | 0.00 | 0.1 | −0.30 | 0.20 | 0.30 | 0.30 | |
Residual variance T1, T2 | 0.25 | 0.50 | 0.75 | ||||
Residual variance T3 | 0.5 | 1.00 | 1.50 | ||||
Residual variance T4, T5 | 0.5 | 1.00 | 1.50 | ||||
2 | Intercept | 3.00 | 0.3 | 4.00 | 0.60 | 5.00 | 0.90 |
Slope | 0.00 | 0.1 | −0.30 | 0.20 | 0.30 | 0.30 | |
Residual variance T1, T2 | 0.1 | 0.20 | 0.30 | ||||
Residual variance T3 | 0.5 | 1.00 | 1.50 | ||||
Residual variance T4, T5 | 0.5 | 1.00 | 1.50 | ||||
3 | Intercept | 3.00 | 0.12 | 4.00 | 0.60 | 5.00 | 1.20 |
Slope | 0.00 | 0.04 | −0.30 | 0.20 | 0.30 | 0.40 | |
Residual variance T1, T2 | 0.25 | 0.50 | 0.75 | ||||
Residual variance T3 | 0.5 | 1.00 | 1.50 | ||||
Residual variance T4, T5 | 0.5 | 1.00 | 1.50 | ||||
4 | Intercept | 3.00 | 0.12 | 4.00 | 0.60 | 5.00 | 1.20 |
Slope | 0.00 | 0.04 | −0.30 | 0.20 | 0.30 | 0.40 | |
Residual variance T1, T2 | 0.1 | 0.20 | 0.30 | ||||
Residual variance T3 | 0.5 | 1.00 | 1.50 | ||||
Residual variance T4, T5 | 0.5 | 1.00 | 1.50 | ||||
5 | Intercept | 3.00 | 0.3 | 4.00 | 0.60 | 5.00 | 0.90 |
Slope | 0.00 | 0.1 | −0.30 | 0.20 | 0.30 | 0.30 | |
Residual variance T1, T2 | 0.1 | 0.50 | 1.00 | ||||
Residual variance T3 | 0.2 | 1.00 | 2.00 | ||||
Residual variance T4, T5 | 0.2 | 1.00 | 2.00 | ||||
6 | Intercept | 3.00 | 0.12 | 4.00 | 0.60 | 5.00 | 1.20 |
Slope | 0.00 | 0.04 | −0.30 | 0.20 | 0.30 | 0.40 | |
Residual variance T1, T2 | 0.10 | 0.50 | 1.00 | ||||
Residual variance T3 | 0.20 | 1.00 | 2.00 | ||||
Residual variance T4, T5 | 0.20 | 1.00 | 2.00 | ||||
7 | Intercept | 3.00 | 0.30 | 4 | 0.60 | 5.00 | 0.90 |
Slope | 0.00 | 010 | −.3 | 0.20 | 0.30 | 0.30 | |
Residual variance T1, T2 | 0.04 | 0.20 | 0.40 | ||||
Residual variance T3 | 0.20 | 1.00 | 2.00 | ||||
Residual variance T4, T5 | 0.20 | 1.00 | 2.00 | ||||
8 | Intercept | 3.00 | 0.12 | 4 | 0.60 | 5.00 | 1.20 |
Slope | 0.00 | 0.04 | −.03 | 0.20 | 0.30 | 0.40 | |
Residual variance T1, T2 | 0.04 | 0.20 | 0.40 | ||||
Residual variance T3 | 0.20 | 1.00 | 2.00 | ||||
Residual variance T4, T5 | 0.20 | 1.00 | 2.00 |