A manufacturer wants to minimize the cost of producing a new item. This new item is similar to an old item, and the company thinks costs for both items will be minimized for the same number of items produced. The company uses polynomial regression and finds the function Cx) - 0.09x - 1.78x + 11.03 fits the data well (with 2 - 0.96), where Cis the cost per item to produce x items (in hundreds). The company concludes that producing about 1,000 items would minimize the cost per item. Is this a valid conclusion and why? O Yes, this is a valid conclusion because the graph is concave up and clearly has a minimum. O Yes, this is a valid conclusion because x= 10 is close to the other data values, the data points are all close to the curve, and the value is close to 1. O No, this is not a valid conclusion because there are not data values close enough to x = 10. O No, this is not a valid conclusion because the correlation coefficient is too close to 1.

College Algebra (MindTap Course List)
12th Edition
ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
Publisher:R. David Gustafson, Jeff Hughes
Chapter4: Polynomial And Rational Functions
Section4.1: Quadratic Functions
Problem 6SC: A company that makes and sells baseball caps has found that the total monthly cost C in dollars of...
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A manufacturer wants to minimize the cost of producing a new item. This new item is similar to an old item, and the company thinks costs for both items will be minimized for the same number of items produced. The company uses polynomial regression and finds the function C(x) = 0.09x – 1.78x + 11.03 fits the
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data well (with 7 = 0.96), where C is the cost per item to produce x items (in hundreds). The company concludes that producing about 1,000 items would minimize the cost per item.
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Is this a valid conclusion and why?
Yes, this is a valid conclusion because the graph is concave up and clearly has a minimum.
Yes, this is a valid conclusion because x = 10 is close to the other data values, the data points are all close to the curve, and the ? value is close to 1.
No, this is not a valid conclusion because there are not data values close enough to x = 10.
O No, this is not a valid conclusion because the correlation coefficient is too close to 1.
Transcribed Image Text:A manufacturer wants to minimize the cost of producing a new item. This new item is similar to an old item, and the company thinks costs for both items will be minimized for the same number of items produced. The company uses polynomial regression and finds the function C(x) = 0.09x – 1.78x + 11.03 fits the - data well (with 7 = 0.96), where C is the cost per item to produce x items (in hundreds). The company concludes that producing about 1,000 items would minimize the cost per item. %3D 14 12 10- 8- 6 2 -4 -2 6 8 10 12 14 16 18 20 22 Is this a valid conclusion and why? Yes, this is a valid conclusion because the graph is concave up and clearly has a minimum. Yes, this is a valid conclusion because x = 10 is close to the other data values, the data points are all close to the curve, and the ? value is close to 1. No, this is not a valid conclusion because there are not data values close enough to x = 10. O No, this is not a valid conclusion because the correlation coefficient is too close to 1.
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