This paper was motivated by the limited statistical software available for the analysis of incomplete block designs which recovers interblock information, particularly for partially balanced designs. The paper shows how one can achieve Yates (1940) estimates by making an appropriate transformation of the response vector, Y, and the design matrix, X. The method is general and will work for any balanced, partially balanced or unbalanced design, including lattices. The method is illustrated using SAS.