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How to check global and local maximum?

Posted: Thu Mar 28, 2013 1:15 pm
by yli725
Dear Tom,

After I use MLE to estimate the MVGarch model, how can I check the global or local maximum? Thank you very much!

Re: How to check global and local maximum?

Posted: Fri Mar 29, 2013 2:52 pm
by TomDoan
With any model whose likelihood function isn't known to be globally (quasi-) concave, there is no way to tell for certain if you've found a local or a global maximum. If you're concerned about it, you can use preliminary GENETIC iterations to see if they find a different optimum.