Required: Prepare answers to all 7 questions in the problem. Use Excel to replicate the regression results
Required:
- Prepare answers to all 7 questions in the problem.
- Use Excel to replicate the regression results for both regression 1 and regression 2.
- Use Excel to calculate a multiple regression to estimate restated engineering support costs based on "machine hours" and "materials and parts: restated costs". Machine hours should be independent variable 1 and materials/parts should be independent variable 2.
-
Evaluate whether the multiple regression you calculated in requirement 3 is a better estimator of "engineering support costs: restated costs" than either regression 1 or regression 2 in the problem.
Collaborative Learning Problem
10-42. High-low method, alternative regression functions, accrual accounting adjustments, ethics . Trevor Kennedy, the cost analyst at a can manufacturing plant of United Packaging, is examining the relationship between total engineering support costs reported in the plant records and machine-hours. These costs have two components: (1) labor, which is paid monthly, and (2) materials and parts, which are purchased from an outside vendor every three months. After further discussion with the operating manager, Kennedy discovers that the materials and parts numbers reported in the monthly records are on an "as purchased" or cash accounting basis and not on an "as used" or accrual accounting basis. By examining materials and parts usage records, Kennedy is able to restate the materials and parts costs to an "as used" basis. (No restatement of the labor costs was necessary.) The reported and restated costs are as follows:Month Labor:
Reported
CostsMaterials
and Parts:
Reported
Costs
(2)Materials
and Parts:
Restated
Costs
(3)Total
Engineering
Support:
Reported Costs
(4) = (1) + (2)Total
Engineering
Support:
Restated Costs
(5) = (1)+(3)Machine-
Hours
(6)March 347 847 182 1,194 529 30 April 521 0 411 521 932 63 May 398 0 268 398 666 49 June 355 961 228 1,316 583 38 July 473 0 348 473 821 57 August 617 0 349 617 966 73 September 245 821 125 1,066 370 19 October 487 0 364 487 851 53 November 431 0 290 431 721 42
The regression results for total engineering support reported costs as the dependent variable are:
Regression 1: Engineering support reported costs = a + (b x Machine-hours)Variable Coefficient Standard Error t-Value Constant 1,393.20 305.68 4.56 Independent variable 1: Machine-hours
r 2 = 0.43; Durbin-Watson statistic = 2.26-14.23 6.15 -2.31
The regression results for total engineering support restated costs as the dependent variable are:
Regression 2: Engineering support restated costs = a + (b x Machine-hours)Variable Coefficient Standard Error t-Value Constant 176.38 53.99 3.27 Independent variable 1: Machine-hours
r 2 = 0.94; Durbin-Watson statistic = 1.3111.44 1.08 10.59 - Plot the cost functions relating (i) the reported costs for total engineering support to machine-hours required and (ii) the restated costs for total engineering support to machine-hours. Comment on the plots.
2. Use the high-low method to compute estimates of the cost functions y = a + bX for (a) reported engineering support costs and machine-hours and (b) restated engineering support costs and machine-hours.
3. Contrast and evaluate the cost function estimated with regression analysis using restated data for materials and parts with the cost function estimated with regression analysis using the data reported in the plant records. Use the comparison format employed in Exhibit 10-18 (p. 369).
4. Of all the cost functions estimated in requirements 2 and 3, which one would you choose to best represent the relationship between engineering support costs and machine-hours? Explain briefly.
5. What problems might Kennedy encounter when restating the materials and parts costs recorded to an "as used" or accrual accounting basis?
6. Why is it important for Kennedy to choose the correct cost function? That is, illustrate two potential problems Kennedy could encounter by choosing a cost function other than the one you chose in requirement 4.
7. John Mason, the plant manager, is not pleased when he sees the restated numbers. He tells Kennedy, "I think the restated engineering support costs are too high. Please recheck your numbers. They ought to be lower." Kennedy is aware that lower costs will result in a higher bonus for Mason. He is also certain that his numbers are correct. What should Kennedy do?
Deliverable: Word Document
