Table 2.
Baseline, practice, and final model parameters (N = 44).
Model parameters | Baseline model | Practice model | Final model | ||||||
---|---|---|---|---|---|---|---|---|---|
Estimate | SE | p | Estimate | SE | p | Estimate | SE | p | |
Fixed effects: | |||||||||
Intercept | 5.40 | 0.64 | 0.000 | 6.54 | 0.67 | 0.000 | 6.08 | 0.73 | 0.000 |
Linear time | −0.07 | 0.02 | 0.002 | −0.07 | 0.02 | 0.003 | −0.05 | 0.02 | 0.038 |
Age centered at median (0 = 23) | - | - | - | −0.28 | 0.08 | 0.002 | −0.26 | 0.09 | 0.008 |
Daily practice > 12min | - | - | - | −2.26 | 0.78 | 0.006 | −1.83 | 0.87 | 0.044 |
Within-person BDI | - | - | - | - | - | - | 0.27 | 0.04 | 0.000 |
Between-person BDI centered at mean (0 = 8) | - | - | - | - | - | - | 0.09 | 0.08 | 0.289 |
Variance components: | |||||||||
Intercept variance | 11.53 | 4.03 | 0.004 | 5.30 | 2.65 | 0.046 | 6.06 | 3.34 | 0.070 |
Residual variance | 6.73 | 0.56 | 0.000 | 6.73 | 0.59 | 0.000 | 7.38 | 0.85 | 0.000 |
Intercept-linear covariance | −0.42 | 0.36 | 0.247 | −0.35 | 0.34 | 0.308 | −0.10 | 0.10 | 0.297 |
Linear slope variance | 0.11 | 0.49 | 0.025 | 0.13 | 0.06 | 0.020 | 0.01 | 0.00 | 0.083 |
Quadratic intercept variance | 0.01 | 0.01 | 0.512 | 0.01 | 0.01 | 0.453 | - | - | - |
Intercept-quadratic covariance | 0.00 | 0.00 | 0.028 | 0.00 | 0.00 | 0.022 | - | - | - |
Quadratic slope variance | 0.00 | 0.00 | 0.026 | 0.00 | 0.00 | 0.023 | - | - | - |
ML model fit: | |||||||||
-2LL | 2022.5 | 1816.6 | 1153.6 | ||||||
AIC | 2040.5 | 1838.6 | 1173.6 | ||||||
BIC | 2076.3 | 1881.3 | 1207.7 | ||||||
Number of parameters | 9 | 11 | 10 | ||||||
Fit change: | |||||||||
Absolute -2LL difference | 205.9 | 663 | |||||||
DF difference | 2 | 1 | |||||||
Exact p value | 0.000 | 0.000 |
Bolded numbers are statistically significant parameters with p < 0.05