Abstract: This paper discusses several methods to test unbiasedness in forecast models, then adopted Holden and Peel’s ideas determining the unbiasedness, the authors analyze the method to determine optimal combination forecast and its meaning after adding bias correction item into B-G model under the conditions of reservation or abandonment of that the sum of weights equal to one. Finally, the authors deduce the Bayes model related to the method.