How can we differentiate between forecast bios & forecast error?

As a quantitative measure, the "forecast bias" can be specified as a probabilistic or statistical property of the "forecast error". A typical measure of bias of forecasting procedure is the arithmetic mean or expected value of the forecast errors, but other measures of bias are possible. For example: A median-unbiased forecast would be one where half of the forecasts are too low and half too high.