InterVISTAS experimented with the use of ‘prior period’
and ‘year over year’ lags. Although both showed some
degree of success in controlling for these factors, ‘year
over year’ lags had higher correlations with current traffic
levels than ‘prior period’ lags, and were determined to be
the preferred form of lagged variable.
The ARDL models used a formulation as follows: