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Sequential estimation

Posted: 09 Dec 2020, 15:04
by diegold
Hello all, it is my first post here since I am a beginner in this field.

I have a structural equation model based on Theory of Planned Behavior which I estimated using the Lavaan package. Now I intend to include these SEM results in an Apollo choice model using a sequential approach.

For what I have seen, I can include the SEM results as fixed parameters in apollo_beta, but then I am confused on how to specify parameters to be estimated for the latent variables in the utility functions. I would be thankful for any guidance on this topic.

Also, is there an apollo_example that deals with a similar situation?

Thank you in advance,

Diego.

Re: Sequential estimation

Posted: 21 Dec 2020, 13:34
by stephanehess
Hi Diego

we do not have such an example, but it's quite easy to set this up. What you would do is to include all the parameters in apollo_beta, including those that com from the SEM, giving them the SEM results as starting values. You then also include the names of those parameters in apollo_fixed.

Stephane