Three empirical stylized facts characterize a firm's cost functions: AVC is
generally horizontal; scale economies are often important; and capital usa
ge (as well as labor usage) varies with the rate of output. In contrast our
standard theory of diminishing marginal products, variable proportions, an
d U-shaped unit cost curves does not adequately reflect these stylized fact
s of industrial reality. Explicit distinction between capital stocks and ca
pital flows allows a remodeling of a firm's cost curves to conform with the
se empirical facts.