George Caloz & Frères, located in Grenchen, Switzerland, makes luxury custom watches in small lots. One of the company’s products, a platinum diving watch, goes through an etching process. The company has recorded etching costs as follows over the last six weeks:
Week | Units | Total Etching Cost | ||||||
1 | 9 | $ | 25 | |||||
2 | 6 | $ | 20 | |||||
3 | 11 | $ | 30 | |||||
4 | 5 | $ | 21 | |||||
5 | 7 | $ | 21 | |||||
6 | 14 | $ | 32 | |||||
52 | $ | 149 | ||||||
For planning purposes, management would like to know the variable etching cost per unit and the total fixed etching cost per week.
Required:
1. Prepare a scattergraph plot. (Plot etching costs on the vertical axis and units on the horizontal axis.)
2-a. Using the least-squares regression method, estimate the variable etching cost per unit and the total fixed etching cost per week.
2-b. Express these estimates in the form Y = a + bX.
Explanation
2-a. & 2-b.
Note that the R2 is approximately 0.93, which means that 93% of the variation in etching costs is explained by the number of units etched. This is a very high R2 which indicates a very good fit.
The regression equation, in the form Y = a + bX, is as follows (where a is rounded to nearest dollar and b is rounded to the nearest cent):
Y = $12.19 + $1.46X
3. If the company processes eighteen units next week, what would be the expected total etching cost?
3.
Total expected etching cost if 18 units are processed:
Variable cost: 18 units × $1.46 per unit | $ | 26.28 |
Fixed cost | 12.19 | |
Total expected cost | $ | 38.47 |
Thanks
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