Using Regression Results to Construct and Apply a Cost Formula
Dohini Manufacturing Company had the following 12 months of data on purchasing cost and number of purchase orders.
Month | Purchasing Cost | Number of Purchase Orders |
||
January | $18,860 | 370 | ||
February | 18,065 | 330 | ||
March | 19,250 | 370 | ||
April | 18,050 | 410 | ||
May | 19,345 | 400 | ||
June | 19,500 | 450 | ||
July | 19,670 | 460 | ||
August | 20,940 | 560 | ||
September | 19,430 | 440 | ||
October | 20,020 | 500 | ||
November | 18,800 | 470 | ||
December | 19,340 | 480 |
The controller for Dohini Manufacturing ran regression on the data, and the coefficients shown by the regression program are:
Intercept | 15,021 (rounded to the nearest dollar) |
X variable 1 | 9.74 (rounded to the nearest cent) |
Required:
A. Construct the cost formula for the purchasing activity showing the fixed cost and the variable rate.
Total purchasing cost | = | $ | + | ($ × Purchase orders) |
B. If Dohini Manufacturing Company estimates that next month will have 430 purchase orders, what is the total estimated purchasing cost for that month? (Round your answer to the nearest dollar.)
C. What if Dohini
Manufacturing wants to estimate purchasing cost for the coming year
and expects 5,340 purchase orders? What will estimated total
purchasing cost be? (Round your answer to the nearest dollar.) What
is the total fixed purchasing cost?
Answer A:
Working:
Given:
Intercept | 15,021 (rounded to the nearest dollar) |
X variable 1 | 9.74 (rounded to the nearest cent) |
Hence:
Fixed cost = Intercept = $15,021
Variable cost per purchase order = $9.74
Hence the equation will be:
Total purchasing cost = $15,021 + $9.74 x Number of Purchase Orders
Answer B:
Company estimates that next month will have 430 purchase orders:
Total purchasing cost = $15,021 + $9.74 x Number of Purchase Orders
= 15021 + 9.74 * 430
= $19,209.20
Total estimated purchasing cost for that month = $19,209
Answer C:
Company expects 5,340 purchase orders for coming year (12 months)
The Monthly purchase cost equation is:
Total purchasing cost = $15,021 + $9.74 x Number of Purchase Orders
Hence:
Estimated total purchasing cost for coming year = 15021 * 12 + 5340 * 9.74 = $232,263.60
Total fixed purchasing cost = 15021 * 12 =$180,252
Hence:
Estimated total purchasing cost for coming year = $232,264
Total fixed purchasing cost = $180,252
Using Regression Results to Construct and Apply a Cost Formula Dohini Manufacturing Company had the following...
Using Regression Results to Construct and Apply a Cost Formula Dohini Manufacturing Company had the following 12 months of data on purchasing cost and number of purchase orders. Number of Purchasing Purchase Orders Month Cost January $18,860 370 February 18,065 330 March 19,250 370 April 18,050 410 May 19,345 400 June 19,500 450 July 19,670 460 August 20,940 560 September 19,430 440 October 20,020 500 November 18,800 470 December 19,340 480 The controller for Dohini Manufacturing ran regression on the...
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