In this form the above expression can be easily compared with Gauss-Markov estimate.
2.
The significant difference between the estimation problem treated above and those of least squares and Gauss-Markov estimate is that the number of observations " m ", ( i . e . the dimension of y ) need not be at least as large as the number of unknowns, " n ", ( i . e . the dimension of x ).