where n = 45, I is an identity matrix (45 × 45), J is a (45 × 45) matrix of ones, W is the (45×6) matrix of BIOMASS (Y ) and the five independent variables, and S is a diagonal matrix of the reciprocals of the square roots of the corrected sums of squares of each variable. The corrected sums of squares are given by the diagonal elements of