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. Author manuscript; available in PMC: 2022 Nov 14.
Published in final edited form as: Neuroimage. 2022 Jul 30;261:119509. doi: 10.1016/j.neuroimage.2022.119509

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).

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