Power for LCA analysis PreviousNext
Mplus Discussion > Latent Variable Mixture Modeling >
 Sarah Dauber posted on Tuesday, April 20, 2010 - 2:41 pm
I am running a latent class analysis on a dataset of 250 cases. I have 20 dichotomous variables that I would like to include in the LCA but am concerned about power. In your experience, is this too many variables for the number of cases? Is there a way to conduct a power analysis for LCA?

Thank you.

Sarah Dauber
 Linda K. Muthen posted on Wednesday, April 21, 2010 - 3:06 pm
Twenty variables may be okay depending on the characteristics of the variables and how separated the classes are. Only a Monte Carlo study can determine this.
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