A 24-hour coffee/donut shop makes donuts every eight hours.The manager must forecast donut demand so that the bakers have the fresh ingredients they need.Listed below is the actual number of glazed donuts (in dozens)sold in each of the preceding 13 eight-hour shifts. 
a.Develop the optimization model that finds the estimated regression equation that minimizes the sum of squared error.
b.Solve for the estimated regression equation.
c.Forecast the demand for glazed donuts for the day,evening,and night shifts of June 8.
Definitions:
Marginal Productivity
The additional output resulting from a one-unit increase in the input of a particular factor of production, while holding other inputs constant.
Labor Demand Curve
A curve representing the quantity of labor that employers wish to hire at different wage rates.
Technological Advances
Innovations and improvements in technology that enhance efficiency, productivity, or quality in goods and services.
World Price
The price of a good that prevails in the world market for that good.
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