When looking at time series, looking for the 'noise' in time series data is absolutely crucial. Entries should be within the 'noise'. I was using the 'statistical outlier' term in a non traditional sense in the field. http://documents.software.dell.com/Statistics/Textbook/Time-Series-Analysis#systematic