The last decade has witnessed an increased interest in time series analysis. Non-parametric methods like spectral and cross spectral analysis are used to discover regularities in individual time series, re- lationships between specific components of different time series and leads or lags between those series. Box-Jenkins procedures for the pa- rametric estimation of autoregressive-moving average schemes be- long nowadays to the standard equipment...