The DS statistic gives the percentage of occurrences in which the sign of the change in value from one time period to the next is the same for both the actual and predicted time series. The DS statistic is a measure of the performance of a model in predicting the direction of value changes. The case D S = 100 % % would indicate that a model perfectly predicts the direction of change of a time series from one time period to the next.