After running the Latent Class analysis, the output does not show a clear number of groups (segments) that fit best with my data.
The CAIC and BIC keep decreasing when the number of groups increases. Though, the relative Chi Square is highest at the two group solution.
What do I have to do?
I heard it is possible to do a cross-validation and/or test for overfitting. But how does this work in Sawtooth? And how do I have to interpret the output?
I hope you can help me out.
Thank you in advance!