Although mathematical statistics provides many tools used in the trade,
the econometrician often needs special methods in view of the unique nature
of most economic data, namely, that the data are not generated as the
result of a controlled experiment. The econometrician, like the meteorologist,
generally depends on data that cannot be controlled directly. As Spanos
correctly observes: