k. Be careful about identifying BJ models when you have data that is
impacted by unusual events, level shifts, seasonal pulses or local time
trends .

you might use Intervention Detection to detect these things.

Also be converned about changes in variance and/or changes in
parameters over time.

For more in Box-Jenkins .. see http://www.autobox.com

regards

Dave Reilly
AFS