Bay Co. has accumulated data to use in preparing its annual profit plan for the upcoming year. The cost behavior pattern of the maintenance costs must be determined. Data regarding the machine hours and maintenance costs for the last year are as follows:
Month | Maintenance Cost ($) |
Machine Hours |
---|---|---|
Jan. |
5040 | 620 |
Feb. | 3600 | 420 |
Mar. | 4320 | 520 |
Apr. | 3380 | 390 |
May | 5220 | 650 |
June | 3550 | 400 |
July | 3640 | 430 |
Aug. | 5360 | 680 |
Sept. | 5110 | 640 |
Oct. | 4860 | 610 |
Nov. | 3960 | 460 |
Dec. | 3790 | 440 |
Sum | $51830 | 6260 |
Average | $4319 | 522 |
Required:
a) Estimate the cost function using the high-low method. Cost Function: ____________________________________
b) Estimate the maintenance expense for a month that the firm expects to operate 600 machine hours (round to nearest whole dollar)? $____________________________________
c) Evaluate 2 measures for precision and 2 measures of reliability of the regression model:
a. Precision: ____________________________________
____________________________________
b. Reliability: ____________________________________
____________________________________
From above high and low cost is as follows:
Month | Maintenance Cost | Machine Hours |
Apr. | 3,380.00 | 390.00 |
Aug. | 5,360.00 | 680.00 |
Variable Cost Per Unit = Differnce of High-Low Cost / Difference of Machine Hours
= (5360-3380) / (680-390)
= 6.83 Per Mach Hour
Fixed Cost = Total Cost - Variable Cost
Fixed Cost = 5360 - (680 x 6.83)
= 5360-4644.40
= $715.60
Approx fixed cost = $ 716
The relationship between machine hours and maintenance cost is y = 715.60 + 6.83(x)
The maintenance expense for a month that the firm expects to operate 600 machine hours
= 715.60 + (6.83*600)
= $ 4,813.60
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