Question

Horton Manufacturing Inc. produces blinds and other window treatments for residential homes and offices. The owner is concern
2. Graph the data points to check for possible outliers and determine whether the points selected in requirement 1 are repres
3. Calculate the mean absolute percentage error (MAPE) for the cost equation you developed in requirement 1. (Do not round in
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Answer #1
Machine Hours Maint. Cost
1499 $2,625
1590 $2,670
1605 $2,720
1655 $2,820
1775 $2,855
1880 $3,005
1785 $2,865
1805 $2,905
1695 $2,780
1410 $2,570
1550 $2,590
1425 $2,890
Machine Hours Maint. Cost
High level of activity        1,880        3,005
Low level of activity        1,410        2,570
Change           470 $435
Variable cost $0.9255 per machine hour (435/470)
Fixed Cost = 3,005 - 1,880*0.9255
3,005 - 1740
1265
Maintenance cost $1,265 + 0.9255 * Machine hours
Sl. No. Machine Hours Maintenance cost(Actual) Hilo Estimate MAPE
1                           1,499        2,625 $2,652 $1,265+0.9255*1499 1.04% abs(2625-2652.3245)/2625
2                           1,590        2,670 $2,737 $1,265+0.9255*1590 2.49% abs(2670-2736.545)/2670
3                           1,605        2,720 $2,750 $1,265+0.9255*1605 1.12% abs(2720-2750.4275)/2720
4                           1,655        2,820 $2,797 $1,265+0.9255*1655 0.83% abs(2820-2796.7025)/2820
5                           1,775        2,855 $2,908 $1,265+0.9255*1775 1.85% abs(2855-2907.7625)/2855
6                           1,880        3,005 $3,005 $1,265+0.9255*1880 0.00% abs(3005-3004.94)/3005
7                           1,785        2,865 $2,917 $1,265+0.9255*1785 1.82% abs(2865-2917.0175)/2865
8                           1,805        2,905 $2,936 $1,265+0.9255*1805 1.05% abs(2905-2935.5275)/2905
9                           1,695        2,780 $2,834 $1,265+0.9255*1695 1.93% abs(2780-2833.7225)/2780
10                           1,410        2,570 $2,570 $1,265+0.9255*1410 0.00% abs(2570-2569.955)/2570
11                           1,550        2,590 $2,700 $1,265+0.9255*1550 4.23% abs(2590-2699.525)/2590
12                           1,425        2,890 $2,584 $1,265+0.9255*1425 10.59% abs(2890-2583.8375)/2890
Average = 2.2%
Hence, MAPE = 2.2%

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