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.