I want to use factor scores computed from my CFA model to test my hypothesis. I use Maximum Likelihood for CFA and GLS to compute factor scores in EQS. My question is - are the factor scores derived this way supposed to be standardized? The reason I ask this question is I get factor scores that have a mean of 0 but the SD is greater than 1.Hence the confusion.
I just need to confirm if this is normal or I am having an error in my procedure/data.