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Any example to simulate data for EMDC model?

Ask questions about existing examples and put in requests to software developers and users for other example implementations of models.
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TWayne
Posts: 1
Joined: 04 Dec 2023, 06:49

Any example to simulate data for EMDC model?

Post by TWayne »

Hi authors,

Thank you very much for the package and the great forum. It is super helpful.

I am hoping to try the EMDC model that considers complementarity based on Palma and Hess (2022). I am wondering how we can simulate the budget allocation data? For example, I hope to simulate some budget allocation data first, and then I can use the package the estimate the model using the simulated data to recover parameters. I understand how I can do the estimation, but do not know how to do the data simulation.

Thank you.

Best,
TW
stephanehess
Site Admin
Posts: 998
Joined: 24 Apr 2020, 16:29

Re: Any example to simulate data for EMDC model?

Post by stephanehess »

Hi

you can use apollo_prediction to simulate some choices, but as this will be averaged across the draws for the error terms, it won't have any corner solutions.

If you want predictions at the draw level, you could include rawPrediction=TRUE in emdc_settings

Stephane & David
--------------------------------
Stephane Hess
www.stephanehess.me.uk
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