What are the main problems involved in statistically estimating a production function? Why may a technical estimate of a production function be useful to a firm's manager but not be of use to an...

What are the main problems involved in statistically estimating a production function? Why may a technical estimate of a production function be useful to a firm's manager but not be of use to an economist trying to explain the behaviour of a large group of firms?