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Brief Calculus: An Applied Worktext, First Edition
Ron Larson - The Pennsylvania State University, The Behrend College
Bruce H. Edwards - University of Florida
Case Study 1

Chapter 1: Troyer Farm Products, Inc.

Troyer Farm Products makes a wide variety of snack foods, but potato chips are its mainstay. The profitability of the company depends, in part, on producing the product at the lowest possible cost. This in turn means getting the most chips possible from a potato.

But are all potatoes created equal? It is possible that one potato of a given weight will yield more chips than another of the same weight.

If this is the case, the first potato will yield more output per pound of input, and thus result in more profit for the firm.

But how can two potatoes of the same weight yield a different amount (weight) of potato chips? The answer is that more of the weight in one potato may be due to water, which will disappear during cooking. One way to measure this is to consider the specific gravity of the potato, which gives the mass of the potato compared with the mass of a similar volume of water. A higher specific gravity means more potato per pound, and less water - and therefore more potato chips and greater profits.

Troyer tested this theory by comparing the specific gravities of 24 batches of potatoes with the amount of potato chips that each batch yielded.

There were two types of potatoes selected for this study, Atlantic and Monona. Atlantic potatoes tend to have a higher specific gravity than the Monona, and also yield a much higher amount of potato chips.

The table and graph show the data.

Specific
Gravity
Pounds of
Potato Chips
  
Specific
Gravity
Pounds of
Potato Chips
1.069
6226
 
1.094
6991
1.098
6895
 
1.066
5910
1.073
5981
 
1.072
6138
1.070
5893
 
1.075
6024
1.089
7124
 
1.066
6003
1.096
6982
 
1.096
6884
1.069
6057
 
1.097
7056
1.088
7012
 
1.071
6084
1.074
6099
 
1.095
7019
1.073
5538
 
1.090
6895
1.070
6100
 
1.099
7129
1.098
7002
 
1.096
6998




One model for the data is the line

Y = -35,219 + 38,535X

where X is the specific gravity of the batch and Y is the output in pounds of potato chips. (The equation for this line was obtained by the method of least squares, which you will study later in this course.)

What Would You Do?

1. Plot the model together with the data. How well does the model fit the data?

2. How does the model confirm the hypothesis that the company will be more profitable if it buys potatoes with a higher specific gravity?

3. There were two varieties of potatoes included in the test. Can you tell this easily by looking only at the table? Can you tell this easily by looking only at the graph?

4. Use the model to predict the output that will result from a batch with a specific gravity of 1.083. Use the model to predict the specific gravity of a batch whose output was 7200 pounds.


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