Table 4.
Comparisons of regression coefficients.
LMEINT | LMEINT+SLP | ComBat | ComBat-GAM | |
---|---|---|---|---|
| ||||
Effect of Age | ||||
LME INT | - | 0.6e-04 | −0.6e-04 | 10.8e-04 |
LME INT+SLP | 0.703 | - | −1.2e-04 | 10.2e-04 |
ComBat | 0.677 | 0.125 | - | 11.4e-04 |
ComBat-GAM | <0.001 | <0.001 | <0.001 | - |
Effect of Diagnosis | ||||
LME INT | - | 0.4e-03 | 1.2e-03 | 6.6e-03 |
LME INT+SLP | 0.277 | - | 0.7e-03 | 6.2e-03 |
ComBat | <0.001 | 0.011 | - | 5.4e-03 |
ComBat-GAM | <0.001 | <0.001 | <0.001 | - |
Age by Diagnosis Interaction | ||||
LME INT | - | 3.8e-05 | −0.3e-05 | −44.4e-05 |
LME INT+SLP | 0.262 | - | −4.1e-05 | −48.2e-05 |
ComBat | 0.999 | 0.197 | - | −44.1e-05 |
ComBat-GAM | <0.001 | <0.001 | <0.001 | - |
Effect of Sex | ||||
LME INT | - | −1.8e-03 | 0.6e-03 | 1.6e-03 |
LME INT+SLP | <0.001 | - | 2.4e-03 | 3.4e-03 |
ComBat | 0.012 | <0.001 | - | 1.1e-03 |
ComBat-GAM | <0.001 | <0.001 | <0.001 | - |
Sex by Diagnosis Interaction | ||||
LME INT | - | 6.0e-04 | −0.4e-04 | 12.0e-04 |
LME INT+SLP | 0.056 | - | −6.3e-04 | 6.1e-04 |
ComBat | 0.999 | 0.037 | - | 12.4e-04 |
ComBat-GAM | <0.001 | 0.049 | <0.001 | - |
Note: The upper triangle of the matrix are the differences between regression coefficients from methods in rows and columns. Higher values mean that the method in columns lead to more negative (i.e., weaker positive coefficients, or stronger negative coefficients) estimates than the method in rows. The lower triangle represents the corresponding p-values (Bonferroni corrected).