Improved Box–Jenkins estimators
改进的Box–Jenkins估计量
An easily implemented modification of the estimation procedure given by Box & Jenkins (1970) for the autoregressive–moving average time series model is suggested and some new results on covariance determinante are given. The proposed modification provides a closer approximation to the exact maximum likelihood estimators. Simulation experiments which demonstrate the effectiveness of this modification are presented.