Nested model comparison with structural equation approaches

Potential problems with the conventional nested model comparison procedure in the structural equation models context are discussed. It is argued that fixing parameter values might lead to creation of different unobservables in the nested model. A number of alternative ways of conducting model comparisons are reviewed and applied in a marketing example.