The Theory and Estimation of Production 50
d. The function in problem 7 was a cubic function, while in this problem it is a quadratic function.
9. a. A regression was calculated for the observations given in the problem. The data were translated
The estimated quantities compared to the actuals (when anti-logs are taken) are:
Actual Quantity Estimated Quantity
450 450
430 422
b. The above results are fairly satisfactory. The coefficient of determination is relatively high, and
the t-statistic for the slope coefficient is significant. The estimated results, shown above, are, in
most instances, quite close to the actuals. Probably, some improvement could be obtained if a
second variable input, such as utility bills, had been utilized as a second independent variable.
c. The formula for marginal product is bQ/M. The marginal products (based on estimated
quantities) are shown below:
Materials Estimated Quantity Marginal Product
60 422 2.91
70 450 2.66
10. a. The regression which was calculated, a Cobb-Douglas function, was a power function, which