As for the parameter cases discussed before, differences among the 5Y, 10Y and 15Y periods are not significant, thus indicating that a testing period of 5 years is appropriate; in addition, as weather forecasts tend to improve, better results are likely to be expected when using the more recent 5 years instead of longer
data series.