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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