Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 37 | NA | NA | 1.25147 | NA |
2 | 30 | NA | NA | 1.01477 | NA |
3 | 47 | NA | NA | 0.748362 | NA |
4 | 35 | NA | NA | 1.0296 | NA |
5 | 30 | NA | NA | 0.97604 | NA |
6 | 43 | NA | NA | 0.984352 | NA |
7 | 82 | 61.1521 | 51.625 | 1.18454 | 1.34092 |
8 | 40 | 47.2193 | 53.9167 | 0.875782 | 0.847112 |
9 | 47 | 56.1435 | 54.7083 | 1.02623 | 0.837141 |
10 | 19 | 44.7651 | 56.2917 | 0.795235 | 0.424438 |
11 | 52 | 44.4697 | 59.7083 | 0.744782 | 1.16934 |
12 | 136 | 85.78 | 62.6667 | 1.36883 | 1.58545 |
13 | 80 | 82.3366 | 65.7917 | 1.25147 | 0.971622 |
14 | 42 | 70.4419 | 69.4167 | 1.01477 | 0.596236 |
15 | 54 | 54.8175 | 73.25 | 0.748362 | 0.985087 |
16 | 66 | 79.6651 | 77.375 | 1.0296 | 0.828469 |
17 | 81 | 76.4564 | 78.3333 | 0.97604 | 1.05943 |
18 | 63 | 73.0061 | 74.1667 | 0.984352 | 0.862942 |
19 | 137 | 83.6585 | 70.625 | 1.18454 | 1.63761 |
20 | 72 | 63.0928 | 72.0417 | 0.875782 | 1.14118 |
21 | 107 | 75.4281 | 73.5 | 1.02623 | 1.41857 |
22 | 58 | 59.0462 | 74.25 | 0.795235 | 0.982281 |
23 | 36 | 54.8346 | 73.625 | 0.744782 | 0.65652 |
24 | 52 | 100.78 | 73.625 | 1.36883 | 0.515975 |
25 | 79 | 91.0448 | 72.75 | 1.25147 | 0.867705 |
26 | 77 | 71.2875 | 70.25 | 1.01477 | 1.08013 |
27 | 54 | 50.951 | 68.0833 | 0.748362 | 1.05984 |
28 | 84 | 67.9105 | 65.9583 | 1.0296 | 1.23692 |
29 | 48 | 63.9306 | 65.5 | 0.97604 | 0.750814 |
30 | 96 | 65.1313 | 66.1667 | 0.984352 | 1.47395 |
31 | 83 | 78.9697 | 66.6667 | 1.18454 | 1.05104 |
32 | 66 | 57.3637 | 65.5 | 0.875782 | 1.15055 |
33 | 61 | 65.9354 | 64.25 | 1.02623 | 0.925148 |
34 | 53 | 50.0667 | 62.9583 | 0.795235 | 1.05859 |
35 | 30 | 46.9833 | 63.0833 | 0.744782 | 0.638524 |
36 | 74 | 87.8333 | 64.1667 | 1.36883 | 0.842505 |
37 | 69 | 79.4686 | 63.5 | 1.25147 | 0.868267 |
38 | 59 | 65.2412 | 64.2917 | 1.01477 | 0.904337 |
39 | 42 | 49.9843 | 66.7917 | 0.748362 | 0.840263 |
40 | 65 | 70.8706 | 68.8333 | 1.0296 | 0.917165 |
41 | 70 | 70.1529 | 71.875 | 0.97604 | 0.997821 |
42 | 100 | 73.7443 | 74.9167 | 0.984352 | 1.35604 |
43 | 63 | 92.6906 | 78.25 | 1.18454 | 0.67968 |
44 | 105 | 71.8506 | 82.0417 | 0.875782 | 1.46136 |
45 | 82 | 87.3153 | 85.0833 | 1.02623 | 0.939126 |
46 | 81 | 69.1855 | 87 | 0.795235 | 1.17077 |
47 | 75 | 64.9512 | 87.2083 | 0.744782 | 1.15471 |
48 | 102 | 115.381 | 84.2917 | 1.36883 | 0.884028 |
49 | 121 | 100.744 | 80.5 | 1.25147 | 1.20107 |
50 | 98 | 77.0378 | 75.9167 | 1.01477 | 1.2721 |
51 | 76 | 52.9466 | 70.75 | 0.748362 | 1.43541 |
52 | 77 | 68.8114 | 66.8333 | 1.0296 | 1.119 |
53 | 63 | 61.5718 | 63.0833 | 0.97604 | 1.0232 |
54 | 37 | 58.4459 | 59.375 | 0.984352 | 0.633064 |
55 | 35 | 62.8302 | 53.0417 | 1.18454 | 0.557057 |
56 | 23 | 40.213 | 45.9167 | 0.875782 | 0.571954 |
57 | 40 | 41.4341 | 40.375 | 1.02623 | 0.965388 |
58 | 29 | 28.1977 | 35.4583 | 0.795235 | 1.02845 |
59 | 37 | 23.5227 | 31.5833 | 0.744782 | 1.57295 |
60 | 51 | 39.6961 | 29 | 1.36883 | 1.28476 |
61 | 20 | 34.0505 | 27.2083 | 1.25147 | 0.587362 |
62 | 28 | 26.384 | 26 | 1.01477 | 1.06125 |
63 | 13 | 18.3972 | 24.5833 | 0.748362 | 0.706628 |
64 | 22 | 23.7665 | 23.0833 | 1.0296 | 0.925672 |
65 | 25 | 20.9035 | 21.4167 | 0.97604 | 1.19597 |
66 | 13 | 18.5386 | 18.8333 | 0.984352 | 0.701239 |
67 | 16 | 20.8776 | 17.625 | 1.18454 | 0.766371 |
68 | 13 | 15.1072 | 17.25 | 0.875782 | 0.860514 |
69 | 16 | 16.8901 | 16.4583 | 1.02623 | 0.947302 |
70 | 17 | 12.4256 | 15.625 | 0.795235 | 1.36815 |
71 | 9 | 10.7062 | 14.375 | 0.744782 | 0.840631 |
72 | 17 | 18.4792 | 13.5 | 1.36883 | 0.919953 |
73 | 25 | 16.2692 | 13 | 1.25147 | 1.53665 |
74 | 14 | 12.5155 | 12.3333 | 1.01477 | 1.11861 |
75 | 8 | NA | NA | 0.748362 | NA |
76 | 7 | NA | NA | 1.0296 | NA |
77 | 10 | NA | NA | 0.97604 | NA |
78 | 7 | NA | NA | 0.984352 | NA |
79 | 10 | NA | NA | 1.18454 | NA |
80 | 3 | NA | NA | 0.875782 | NA |