least squares Syllabification: (least squares)Definition of least squares noun a method of estimating a quantity or fitting a graph to data so as to minimize the sum of the squares of the differences between the observed values and the estimated values. least squares in other Oxford dictionaries Definition of least squares in the British & World English dictionary