On Sat, 29 Jun 2013, Allin Cottrell wrote:
On Sat, 29 Jun 2013, Alessandro Attanasio wrote:
> I have a question about ARIMA models. Let us consider, for
> example, an ARIMA(3,1,3) for the time series y(t). The
> parameters are estimated using the Conditional Maximum
> Likelihood, so I use
>
> arima 3 1 3 ; y --conditional
>
> In this case the convergence criterion was not met. I'd like
> change the convergence tolerance, is it possible?
You should do
set bhhh_toler 1e-4 # or choose your value
See the help for the "set" command, the section headed
"Numerical methods". (You could also try increasing the value
of bhhh_maxiter.)
That said, an unrestricted arma(3,3) model has a very high chance of
having near-common roots, which make the likelihood very flat at the
maximum, which in turn is likely to cause horrendous numerical problems
unless you have a very large sample. What happens if you decrease the AR
and/or MA order by one?
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Riccardo (Jack) Lucchetti
Dipartimento di Scienze Economiche e Sociali (DiSES)
Università Politecnica delle Marche
(formerly known as Università di Ancona)
r.lucchetti(a)univpm.it
http://www2.econ.univpm.it/servizi/hpp/lucchetti
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