ABSTRACT

In this chapter, a method for efficiently computing the log-likelihood of

the ARMA model is explained based on the state-space representation

and the Kalman filter technique. Applying the numerical optimization

method shown in Chapter 4, it is possible to maximize the log-likelihood.

By this procedure, the maximum likelihood estimates of the parameters

of the ARMA model can be obtained.