The paper is concerned with testing an application of a theory of investment behavior based on the neo-classical theory of optimal capital accumulation. The demand for capital is determined to maximize net worth under the neo-classical conditions of production. With the assumption of a lag in the completion of investment projects, gross investment is a distributed lag function of period-to-period changes in desired capital stock.