I have several covariates, and interactions between them, as Fixed Effects in a Linear Mixed Model in SPSS. I would like to visualize some of these Fixed Effects. I know that in the case of Fixed Effects added as categorical Factors, I can use EMMEANS; however, this is not an option for covariates. I have tried to save the predicted values, in order to visualize interactions between covariates. I am not sure whether this is a valid way of doing it. Another option for plotting interactions that involve a categorical factor as well, is to request EMMEANS for this categorical factor, with covariates set at different values and display the EMMEANS. Any help would be very much appreciated.

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