Model | Parameter | Class 1 | Class 2 | Class 3 | |||
---|---|---|---|---|---|---|---|
Mean | Variance | Mean | Variance | Mean | Variance | ||
0: Unconstrained | Intercept | 0.358 | 0.024 | 0.325 | 0.008 | 0.145 | 0.009 |
Linear Slope | 0.087 | 0.001 | 0.008 | 0.001 | 0.005 | 0.001 | |
Quadratic Slope | −0.033 | 0a | −0.048 | 0a | −0.024 | 0a | |
Cubic slope | 0.003 | 0a | 0.008 | 0a | 0.004 | 0a | |
T1 | – | 0.038 | – | 0.049 | – | 0.01 | |
T2 | – | 0.04 | – | 0.03 | – | 0.008 | |
T3 | – | 0.041 | – | 0.019 | – | 0.01 | |
T4 | – | 0.059 | – | 0.01 | – | 0.002 | |
T5 | – | 0.05 | – | 0.006 | – | 0.001 | |
T6 | – | 0.049 | – | 0.011 | – | 0.001 | |
1A: Residual variance time constrained | Intercept | 0.460 | 0.012 | 0.283 | 0.008 | 0.136 | 0.011 |
Linear Slope | 0.078 | 0.003 | 0.039 | 0.001 | 0.024 | 0.001 | |
Quadratic Slope | −0.039 | 0a | − 0.042 | 0a | − 0.03 | 0a | |
Cubic slope | 0.004 | 0a | 0.006 | 0a | 0.004 | 0a | |
T1 | – | 0.058 | – | 0.023 | – | 0.005 | |
T2 | – | 0.058 | – | 0.023 | – | 0.005 | |
T3 | – | 0.058 | – | 0.023 | – | 0.005 | |
T4 | – | 0.058 | – | 0.023 | – | 0.005 | |
T5 | – | 0.058 | – | 0.023 | – | 0.005 | |
T6 | – | 0.058 | – | 0.023 | – | 0.005 | |
1B: Residual variance classes constrained | Intercept | 0.352 | 0.026 | 0.265 | 0.022 | 0.369 | 0.037 |
Linear Slope | 0.078 | 0.003 | 0.019 | 0.001 | 0.089 | 0.003 | |
Quadratic Slope | −0.07 | 0a | −0.033 | 0a | 0.023 | 0a | |
Cubic slope | 0.012 | 0a | 0.004 | 0a | − 0.008 | 0a | |
T1 | – | 0.034 | – | 0.034 | – | 0.034 | |
T2 | – | 0.029 | – | 0.029 | – | 0.029 | |
T3 | – | 0.028 | – | 0.028 | – | 0.028 | |
T4 | – | 0.027 | – | 0.027 | – | 0.027 | |
T5 | – | 0.026 | – | 0.026 | – | 0.026 | |
T6 | – | 0.005 | – | 0.005 | – | 0.005 | |
1C: Random effects constrained | Intercept | 0.282 | 0.013 | 0.466 | 0.013 | 0.234 | 0.013 |
Linear Slope | 0.073 | 0.001 | 0.091 | 0.001 | −0.023 | 0.001 | |
Quadratic Slope | −0.048 | 0a | −0.033 | 0a | − 0.025 | 0a | |
Cubic slope | 0.006 | 0a | 0.004 | 0a | 0.005 | 0* | |
T1 | – | 0.027 | – | 0.067 | – | 0.031 | |
T2 | – | 0.029 | – | 0.061 | – | 0.013 | |
T3 | – | 0.027 | – | 0.057 | – | 0.011 | |
T4 | – | 0.028 | – | 0.094 | – | 0.003 | |
T5 | – | 0.023 | – | 0.09 | – | 0.001 | |
T6 | – | 0.03 | – | 0.075 | – | 0.004 | |
Model 2A: Residual variance Constrained time and classes | Intercept | 0.302 | 0.021 | 0.223 | 0.006 | 0.715 | 0.021 |
Linear Slope | 0.105 | 0.001 | 0.043 | 0.000b | −0.142 | 0.000b | |
Quadratic Slope | −0.034 | 0a | −0.045 | 0a | −0.029 | 0a | |
Cubic slope | 0.004 | 0a | 0.006 | 0a | 0.007 | 0a | |
T1 | – | 0.028 | – | 0.028 | – | 0.028 | |
T2 | – | 0.028 | – | 0.028 | – | 0.028 | |
T3 | – | 0.028 | – | 0.028 | – | 0.028 | |
T4 | – | 0.028 | – | 0.028 | – | 0.028 | |
T5 | – | 0.028 | – | 0.028 | – | 0.028 | |
T6 | – | 0.028 | – | 0.028 | – | 0.028 | |
2B: Random effects and residual variance time constrained | Intercept | 0.463 | 0.01 | 0.323 | 0.01 | 0.148 | 0.01 |
Linear Slope | 0.094 | 0.001 | 0.04 | 0.001 | 0.026 | 0.001 | |
Quadratic Slope | −0.033 | 0a | −0.044 | 0a | −0.032 | 0a | |
Cubic slope | 0.003 | 0a | 0.006 | 0a | 0.005 | 0a | |
T1 | – | 0.073 | – | 0.029 | – | 0.006 | |
T2 | – | 0.073 | – | 0.029 | – | 0.006 | |
T3 | – | 0.073 | – | 0.029 | – | 0.006 | |
T4 | – | 0.073 | – | 0.029 | – | 0.006 | |
T5 | – | 0.073 | – | 0.029 | – | 0.006 | |
T6 | – | 0.073 | – | 0.029 | – | 0.006 | |
2C: Random effects and residual variance classes constrained | Intercept | 0.273 | 0.018 | 0.491 | 0.018 | 0.397 | 0.018 |
Linear Slope | 0.019 | 0.001 | 0.469 | 0.001 | −0.074 | 0.001 | |
Quadratic Slope | −0.032 | 0a | −0.261 | 0a | 0.099 | 0a | |
Cubic slope | 0.005 | 0a | 0.032 | 0a | −0.015 | 0a | |
T1 | – | 0.037 | – | 0.037 | – | 0.037 | |
T2 | – | 0.023 | – | 0.023 | – | 0.023 | |
T3 | – | 0.026 | – | 0.026 | – | 0.026 | |
T4 | – | 0.033 | – | 0.033 | – | 0.033 | |
T5 | – | 0.017 | – | 0.017 | – | 0.017 | |
T6 | – | 0.027 | – | 0.027 | – | 0.027 |