To interpret the solution given by Equation , let us consider the interpretation of the least squares method as a maximum likelihood estimator. In this case, we consider the function given in Equation to be a source of the probability distribution for random variables x, given as p(x) ∝ exp(-Φ). We can rewrite the Equation , taking into account solution Eq. 13, as