I fitted two models that had autoregressive relationships for the factor scores. The first model I called full model has 35 parameters. The second model (reduced model) has 33 parameters. I had expected that the chisq for the full model was smaller than the reduced model. But it turned out the chisq for full model was bigger. Is that possible to get such kind of results? How should I interpret them? Thanks a lot.