Can anyone help me to understand why the estimated marginal means in
Univariate General Linear Model (calculated by SPSS) change if I include
an interaction in the model? I understand that they adjust to
covariates, but why inserting an interaction should change the estimated
marginal means and if so which means should I use and on what basis?
Thanks a lot for your help.
See the two sintaxes below
UNIANOVA
gsi1 BY dependence stress
/METHOD = SSTYPE(3)
/INTERCEPT = INCLUDE
/PLOT = PROFILE( stress*dependence dependence*stress )
/EMMEANS = TABLES(dependence)
/EMMEANS = TABLES(stress)
/EMMEANS = TABLES(dependence*stress)
/PRINT = DESCRIPTIVE PARAMETER
/CRITERIA = ALPHA(.05)
/DESIGN = depend1 stress dependence*stress .
UNIANOVA
gsi1 BY dependence stress
/METHOD = SSTYPE(3)
/INTERCEPT = INCLUDE
/PLOT = PROFILE( stress*dependence dependence*stress )
/EMMEANS = TABLES(dependence)
/EMMEANS = TABLES(stress)
/EMMEANS = TABLES(dependence*stress)
/PRINT = DESCRIPTIVE PARAMETER
/CRITERIA = ALPHA(.05)
/DESIGN = dependence stress .
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