Appliance maker forecast consulting: You are hired to recommend a forecasting solution to a small-scale home appliance
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Appliance maker forecast consulting: You are hired to recommend a forecasting solution to a small-scale home appliance maker. The three managers namely the shop floor, marketing, and finance make an annual forecast for monthly demand. The actual demand along with their forecasts are available for the past two years in the file below. What are your observations and recommendation? If you must make a quantitative forecasting technique as a recommendation, which one you will choose, and how will convince the skeptical managers?
Forecasting sales at a home appliance maker | ||||
Month | Shop Manager | Marketing Manager | Finance Manager | Actual |
1 | 3989 | 3700 | 3500 | 3604 |
2 | 3943 | 3900 | 3600 | 3555 |
3 | 3729 | 3890 | 3550 | 3804 |
4 | 3747 | 4100 | 3700 | 3730 |
5 | 3954 | 4050 | 3982 | 3914 |
6 | 4099 | 4205 | 4105 | 4336 |
7 | 3792 | 4094 | 4065 | 4208 |
8 | 3936 | 4393 | 4187 | 3968 |
9 | 3766 | 4414 | 3804 | 4284 |
10 | 3810 | 4197 | 4070 | 4207 |
11 | 3734 | 4070 | 4071 | 4146 |
12 | 3740 | 4643 | 3885 | 4246 |
13 | 3790 | 4362 | 3856 | 3822 |
14 | 4081 | 4400 | 3868 | 3896 |
15 | 3815 | 4708 | 3921 | 3904 |
16 | 4005 | 4752 | 4195 | 3878 |
17 | 4114 | 4518 | 4188 | 4123 |
18 | 3967 | 4729 | 4157 | 4218 |
19 | 3861 | 4647 | 4084 | 4200 |
20 | 4043 | 4895 | 4196 | 4211 |
21 | 3723 | 5162 | 4071 | 4276 |
22 | 4021 | 5104 | 4010 | 4300 |
23 | 3808 | 4636 | 4040 | 4573 |
24 | 3951 | 4706 | 4163 | 4295 |
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