One more item to add, there is an option in EM that specifies how you handle 'Input Coding', meaning there are 2 methods to create dummy variables (Deviation and GLM). Depending on the method, interpreting the coefficients would be different. Your user guide explains how to interpret. That may explain your issue.
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