least squares leasts·qua·res uncommon noun 1. a method of fitting a curve to data points so as to minimize the sum of the squares of the distances of the points from the curve Synonymsleast squaresmethod of least squares Related words Broader terms statistical method WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.