Question: Use the moving average method to forecast period 105. Use the exponential smoothing method to forecast period 105. Use the time-series decomposition method to forecast
Use the moving average method to forecast period 105.
Use the exponential smoothing method to forecast period 105.
Use the time-series decomposition method to forecast period 105.
Comparing the three methods, which one fits this situation best?
Moving average. Time-series decomposition. Exponential smoothing
| 1 | 530 |
| 2 | 570 |
| 3 | 560 |
| 4 | 530 |
| 5 | 510 |
| 6 | 560 |
| 7 | 610 |
| 8 | 560 |
| 9 | 580 |
| 10 | 610 |
| 11 | 650 |
| 12 | 700 |
| 13 | 670 |
| 14 | 700 |
| 15 | 760 |
| 16 | 730 |
| 17 | 760 |
| 18 | 820 |
| 19 | 780 |
| 20 | 900 |
| 21 | 840 |
| 22 | 770 |
| 23 | 820 |
| 24 | 800 |
| 25 | 760 |
| 26 | 760 |
| 27 | 770 |
| 28 | 790 |
| 29 | 760 |
| 30 | 740 |
| 31 | 720 |
| 32 | 670 |
| 33 | 690 |
| 34 | 470 |
| 35 | 670 |
| 36 | 690 |
| 37 | 620 |
| 38 | 650 |
| 39 | 610 |
| 40 | 620 |
| 41 | 640 |
| 42 | 590 |
| 43 | 610 |
| 44 | 600 |
| 45 | 630 |
| 46 | 600 |
| 47 | 630 |
| 48 | 640 |
| 49 | 610 |
| 50 | 590 |
| 51 | 610 |
| 52 | 630 |
| 53 | 660 |
| 54 | 640 |
| 55 | 810 |
| 56 | 790 |
| 57 | 820 |
| 58 | 650 |
| 59 | 710 |
| 60 | 700 |
| 61 | 670 |
| 62 | 690 |
| 63 | 730 |
| 64 | 730 |
| 65 | 760 |
| 66 | 790 |
| 67 | 810 |
| 68 | 870 |
| 69 | 890 |
| 70 | 870 |
| 71 | 890 |
| 72 | 880 |
| 73 | 930 |
| 74 | 980 |
| 75 | 900 |
| 76 | 860 |
| 77 | 890 |
| 78 | 880 |
| 79 | 870 |
| 80 | 840 |
| 81 | 860 |
| 82 | 910 |
| 83 | 870 |
| 84 | 860 |
| 85 | 840 |
| 86 | 540 |
| 87 | 780 |
| 88 | 750 |
| 89 | 780 |
| 90 | 760 |
| 91 | 710 |
| 92 | 730 |
| 93 | 750 |
| 94 | 750 |
| 95 | 710 |
| 96 | 750 |
| 97 | 720 |
| 98 | 770 |
| 99 | 740 |
| 100 | 750 |
| 101 | 760 |
| 102 | 780 |
| 103 | 800 |
| 104 | 850 |
| 105 |
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