 We have developed a method for BIAS correcting daily temperature extremes from global climate model, GCM, simulations. This method involves comparing observed data with GCM simulations and adjusting the GCM output accordingly. The BIAS corrected data can then be used to estimate daily temperature extremes. This article was authored by B. Thrasher, E. P. Maurer, C. McKellar and others.