Does anyone know if Bayesian SEM using MCMC estimation in AMOS allows for nonlinearity? I have not seen a clear answer yet in my review of the literature...could be yes, could be no.
Also, considering measurement invariance, can you use MI procedures commonly used for maximum likelihood estimation CFA for Bayesian CFA? Or, do you have to use a method such as approximate measurement invariance? Also, approximate measurement invariance would be possible in Mplus but not in AMOS, correct?