Most cost variance investigation models have considered only one cost process at a time. However, there are many reasons why cost variances from two cost processes may be correlated and why a model which exploits these commonalities may be expected to reduce expected costs. Such a model is described in this paper, and some examples are used to illustrate the effects of different factors on the cost savings.