Elaborations
It is possible to test for indistinguishability using MLM. Click here to download a document that describes how to do this.
Although multilevel modeling (MLM) and structural equation modeling (SEM) approaches are virtually equivalent, there is one advantage of SEM pointed out by Joseph Olsen. It is that SEM allows for missing data in the exogenous variables, whereas in MLM those cases would be eliminated.
