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Analytic Hessian

PostPosted: Thu Sep 05, 2013 7:18 am
by al1987
Hi all,

From what I understood, both the estimation command with analytic_derivation and the identification command compute the asymptotic Hessian of the log-likelihood (in the ML framework). Also, the estimation command stores this analytic Hessian in model_mode (hh) and the identification command stores it in idehess_point (AHess).

When I run my .mod file, these two matrices differ quite a bit, so I guess I'm missing something.

I would appreciate any help on it!

Re: Analytic Hessian

PostPosted: Thu Sep 05, 2013 12:29 pm
by rattoma
hi,

the estimation computes the Hessian analytically, not the asymptotic hessian. This should explain the difference.

Re: Analytic Hessian

PostPosted: Thu Sep 05, 2013 5:23 pm
by al1987
Thanks Marco for the quick answer.

If I may add a question, which of the two matrices - analytic or asymptotic Hessian of the log-likelihood function - should be used to compute the ML covariance matrix?
And what should I conclude about identification if the analytical Hessian is full rank, while the asymptotic Hessian is not?

Many thanks!

Re: Analytic Hessian

PostPosted: Wed Sep 11, 2013 7:07 am
by rattoma
Hi,

this looks tricky ... could you provide the model at hand?
thanks