Question
The management of Wheeler Company has decided to develop cost formulas for its major overhead activities. Wheeler uses a highly automated manufacturing process, and power
The management of Wheeler Company has decided to develop cost formulas for its major overhead activities. Wheeler uses a highly automated manufacturing process, and power costs are a significant manufacturing cost. Cost analysts have decided that power costs are mixed. The costs must be broken into their fixed and variable elements so that the cost behavior of the power usage activity can be properly described. Machine hours have been selected as the activity driver for power costs. The following data for the past 8 quarters have been collected:
Quarter | Machine Hours | Power Cost |
---|---|---|
1 | 20,000 | $26,000 |
2 | 25,000 | 38,000 |
3 | 30,000 | 42,500 |
4 | 22,000 | 37,000 |
5 | 21,000 | 34,000 |
6 | 18,000 | 29,000 |
7 | 24,000 | 36,000 |
8 | 28,000 | 40,000 |
Note: For the following requirements, round the fixed cost to the nearest dollar, round the variable rates to three decimal places, and the R2 to two decimal places.
Use the method of least squares to compute a power cost formula. Evaluate the coefficient of determination.
Line Item Description | Answer |
---|---|
Variable rate (to three decimal places) | $fill in the blank |
Fixed cost (to the nearest dollar) | $fill in the blank |
Coefficient of determination (R2) (round to two decimals, input as a percentage) | fill in the blank |
4. Conceptual Connection: Rerun the regression, and drop the point (20,000, $26,000) as an outlier. Compare the results from this regression to those for the regression in Requirement 3. Which is better?
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