Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 87.16 | NA | NA | 1.00463 | NA |
2 | 87.16 | NA | NA | 1.00313 | NA |
3 | 87.16 | NA | NA | 1.00163 | NA |
4 | 87.16 | NA | NA | 0.998918 | NA |
5 | 87.16 | NA | NA | 0.995071 | NA |
6 | 87.16 | NA | NA | 0.991346 | NA |
7 | 87.16 | 87.3792 | 87.7667 | 0.995585 | 0.997492 |
8 | 87.16 | 87.4199 | 87.94 | 0.994085 | 0.997027 |
9 | 87.16 | 87.4606 | 88.1133 | 0.992593 | 0.996563 |
10 | 89.24 | 89.098 | 88.2867 | 1.00919 | 1.00159 |
11 | 89.24 | 89.1384 | 88.46 | 1.00767 | 1.00114 |
12 | 89.24 | 89.1789 | 88.6333 | 1.00616 | 1.00069 |
13 | 89.24 | 89.2175 | 88.8067 | 1.00463 | 1.00025 |
14 | 89.24 | 89.2582 | 88.98 | 1.00313 | 0.999796 |
15 | 89.24 | 89.299 | 89.1533 | 1.00163 | 0.999339 |
16 | 89.24 | 89.2167 | 89.3133 | 0.998918 | 1.00026 |
17 | 89.24 | 89.0191 | 89.46 | 0.995071 | 1.00248 |
18 | 89.24 | 88.8312 | 89.6067 | 0.991346 | 1.0046 |
19 | 89.24 | 89.3571 | 89.7533 | 0.995585 | 0.99869 |
20 | 89.24 | 89.3683 | 89.9 | 0.994085 | 0.998565 |
21 | 89.24 | 89.3797 | 90.0467 | 0.992593 | 0.998437 |
22 | 91 | 91.0222 | 90.1933 | 1.00919 | 0.999756 |
23 | 91 | 91.0328 | 90.34 | 1.00767 | 0.999639 |
24 | 91 | 91.0436 | 90.4867 | 1.00616 | 0.999521 |
25 | 91 | 91.0527 | 90.6333 | 1.00463 | 0.999422 |
26 | 91 | 91.0638 | 90.78 | 1.00313 | 0.999299 |
27 | 91 | 91.0752 | 90.9267 | 1.00163 | 0.999174 |
28 | 91 | 90.9644 | 91.0629 | 0.998918 | 1.00039 |
29 | 91 | 90.7393 | 91.1888 | 0.995071 | 1.00287 |
30 | 91 | 90.5243 | 91.3146 | 0.991346 | 1.00525 |
31 | 91 | 91.0367 | 91.4404 | 0.995585 | 0.999597 |
32 | 91 | 91.0247 | 91.5662 | 0.994085 | 0.999729 |
33 | 91 | 91.0129 | 91.6921 | 0.992593 | 0.999858 |
34 | 92.51 | 92.6617 | 91.8179 | 1.00919 | 0.998363 |
35 | 92.51 | 92.6489 | 91.9438 | 1.00767 | 0.998501 |
36 | 92.51 | 92.6363 | 92.0696 | 1.00616 | 0.998637 |
37 | 92.51 | 92.622 | 92.1954 | 1.00463 | 0.998791 |
38 | 92.51 | 92.6099 | 92.3212 | 1.00313 | 0.998921 |
39 | 92.51 | 92.5981 | 92.4471 | 1.00163 | 0.999048 |
40 | 92.51 | 92.5831 | 92.6833 | 0.998918 | 0.999211 |
41 | 92.51 | 92.5715 | 93.03 | 0.995071 | 0.999336 |
42 | 92.51 | 92.5686 | 93.3767 | 0.991346 | 0.999367 |
43 | 92.51 | 93.3096 | 93.7233 | 0.995585 | 0.991431 |
44 | 92.51 | 93.5136 | 94.07 | 0.994085 | 0.989268 |
45 | 92.51 | 93.7173 | 94.4167 | 0.992593 | 0.987118 |
46 | 96.67 | 95.6342 | 94.7633 | 1.00919 | 1.01083 |
47 | 96.67 | 95.8394 | 95.11 | 1.00767 | 1.00867 |
48 | 96.67 | 96.0442 | 95.4567 | 1.00616 | 1.00652 |
49 | 96.67 | 96.2466 | 95.8033 | 1.00463 | 1.0044 |
50 | 96.67 | 96.4506 | 96.15 | 1.00313 | 1.00227 |
51 | 96.67 | 96.6543 | 96.4967 | 1.00163 | 1.00016 |
52 | 96.67 | 96.5454 | 96.65 | 0.998918 | 1.00129 |
53 | 96.67 | 96.1338 | 96.61 | 0.995071 | 1.00558 |
54 | 96.67 | 95.7343 | 96.57 | 0.991346 | 1.00977 |
55 | 96.67 | 96.1038 | 96.53 | 0.995585 | 1.00589 |
56 | 96.67 | 95.9193 | 96.49 | 0.994085 | 1.00783 |
57 | 96.67 | 95.7356 | 96.45 | 0.992593 | 1.00976 |
58 | 96.19 | 97.296 | 96.41 | 1.00919 | 0.988633 |
59 | 96.19 | 97.1091 | 96.37 | 1.00767 | 0.990536 |
60 | 96.19 | 96.9229 | 96.33 | 1.00616 | 0.992438 |
61 | 96.19 | 96.7355 | 96.29 | 1.00463 | 0.994361 |
62 | 96.19 | 96.551 | 96.25 | 1.00313 | 0.996262 |
63 | 96.19 | 96.3672 | 96.21 | 1.00163 | 0.998161 |
64 | 96.19 | 96.2083 | 96.3125 | 0.998918 | 0.99981 |
65 | 96.19 | 96.0816 | 96.5575 | 0.995071 | 1.00113 |
66 | 96.19 | 95.9648 | 96.8025 | 0.991346 | 1.00235 |
67 | 96.19 | 96.619 | 97.0475 | 0.995585 | 0.995559 |
68 | 96.19 | 96.717 | 97.2925 | 0.994085 | 0.994551 |
69 | 96.19 | 96.815 | 97.5375 | 0.992593 | 0.993544 |
70 | 99.13 | 98.6811 | 97.7825 | 1.00919 | 1.00455 |
71 | 99.13 | 98.7793 | 98.0275 | 1.00767 | 1.00355 |
72 | 99.13 | 98.8774 | 98.2725 | 1.00616 | 1.00255 |
73 | 99.13 | 98.9733 | 98.5175 | 1.00463 | 1.00158 |
74 | 99.13 | 99.0713 | 98.7625 | 1.00313 | 1.00059 |
75 | 99.13 | 99.1693 | 99.0075 | 1.00163 | 0.999604 |
76 | 99.13 | 99.0415 | 99.1487 | 0.998918 | 1.00089 |
77 | 99.13 | 98.6974 | 99.1862 | 0.995071 | 1.00438 |
78 | 99.13 | 98.3651 | 99.2238 | 0.991346 | 1.00778 |
79 | 99.13 | 98.823 | 99.2612 | 0.995585 | 1.00311 |
80 | 99.13 | 98.7114 | 99.2988 | 0.994085 | 1.00424 |
81 | 99.13 | 98.6004 | 99.3362 | 0.992593 | 1.00537 |
82 | 99.58 | 100.287 | 99.3738 | 1.00919 | 0.99295 |
83 | 99.58 | 100.174 | 99.4112 | 1.00767 | 0.994074 |
84 | 99.58 | 100.061 | 99.4488 | 1.00616 | 0.995194 |
85 | 99.58 | 99.9465 | 99.4862 | 1.00463 | 0.996333 |
86 | 99.58 | 99.8349 | 99.5237 | 1.00313 | 0.997446 |
87 | 99.58 | 99.7239 | 99.5612 | 1.00163 | 0.998557 |
88 | 99.58 | 99.5426 | 99.6504 | 0.998918 | 1.00038 |
89 | 99.58 | 99.2994 | 99.7912 | 0.995071 | 1.00283 |
90 | 99.58 | 99.0673 | 99.9321 | 0.991346 | 1.00518 |
91 | 99.58 | 99.6303 | 100.072 | 0.995585 | 0.999495 |
92 | 99.58 | 99.6185 | 100.211 | 0.994085 | 0.999613 |
93 | 99.58 | 99.6071 | 100.35 | 0.992593 | 0.999728 |
94 | 101.27 | 101.413 | 100.49 | 1.00919 | 0.998589 |
95 | 101.27 | 101.4 | 100.629 | 1.00767 | 0.998713 |
96 | 101.27 | 101.388 | 100.768 | 1.00616 | 0.998834 |
97 | 101.25 | 101.374 | 100.907 | 1.00463 | 0.998777 |
98 | 101.25 | 101.362 | 101.046 | 1.00313 | 0.998893 |
99 | 101.25 | 101.351 | 101.185 | 1.00163 | 0.999006 |
100 | 101.25 | 101.199 | 101.308 | 0.998918 | 1.00051 |
101 | 101.25 | 100.915 | 101.415 | 0.995071 | 1.00332 |
102 | 101.25 | 100.643 | 101.522 | 0.991346 | 1.00603 |
103 | 101.25 | 101.18 | 101.629 | 0.995585 | 1.00069 |
104 | 101.25 | 101.136 | 101.738 | 0.994085 | 1.00113 |
105 | 101.25 | 101.091 | 101.846 | 0.992593 | 1.00157 |
106 | 102.55 | 102.891 | 101.954 | 1.00919 | 0.996685 |
107 | 102.55 | 102.845 | 102.062 | 1.00767 | 0.997129 |
108 | 102.55 | 102.8 | 102.171 | 1.00616 | 0.997571 |
109 | 102.55 | 102.752 | 102.279 | 1.00463 | 0.998031 |
110 | 102.55 | 102.708 | 102.388 | 1.00313 | 0.998465 |
111 | 102.55 | 102.663 | 102.496 | 1.00163 | 0.998896 |
112 | 102.55 | 103.669 | 103.781 | 0.998918 | 0.98921 |
113 | 102.55 | 105.719 | 106.242 | 0.995071 | 0.970026 |
114 | 102.55 | 107.763 | 108.704 | 0.991346 | 0.951622 |
115 | 102.55 | NA | NA | 0.995585 | NA |
116 | 102.55 | NA | NA | 0.994085 | NA |
117 | 102.55 | NA | NA | 0.992593 | NA |
118 | 132.09 | NA | NA | 1.00919 | NA |
119 | 132.09 | NA | NA | 1.00767 | NA |
120 | 132.09 | NA | NA | 1.00616 | NA |