In many real-life situations, it is very diicult or even impossible to directly measure the quantity y in which we are interested: e.g., we cannot directly measure a distance to a distant galaxy or the amount of oil in a given well. Since we cannot measure such quantities directly, we can measure them indirectly: by rst measuring some relating quantities x 1 ; : : :; x n , and then by using the...