The above equation can be considered as a linear least squares model. Since all other $z$ values are zero, the goal is to determine the coefficient values that minimize the following. To minimize this, the normal equations can be expressed in matrix form. These equations can be used to determine the unknown coefficients. Additionally, in the special case where $N$ observations form equally sp..