ABSTRACT

Residual or irregular movements in time series data are most commonly associated with ‘random events or forces’ with zero or negligible predictability. ‘Single random events’ frequently manifest themselves as ‘saw tooth irregularities’ superimposed on the cyclical movement of a time series.