Warning: Log-likelihood was decreasing near the ML solution. EM method may be unstable

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Michael Paul Grosz

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Jul 25, 2016, 11:40:55 AM7/25/16
to mirt-package
Dear Phil,

What is the best way to handle this warning?

best,
Michael

Phil Chalmers

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Jul 26, 2016, 12:45:31 AM7/26/16
to Michael Paul Grosz, mirt-package
You can check whether it's due to the accelerate = TRUE default. Sometimes its a bit too greedy in its acceleration scheme. Set it to FALSE to see if the error goes away (otherwise, check the log-likelihood iteration history to see if the model appears to be climbing and falling dramatically. Most of these warnings I've found are pretty mundane and can be ignored, but a warning is thrown just in case). 

Phil

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