Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 20.1 | NA | NA | 1.00003 | NA |
2 | 20.1 | NA | NA | 1.00245 | NA |
3 | 20.1 | NA | NA | 1.00179 | NA |
4 | 20.3 | NA | NA | 1.00372 | NA |
5 | 20.7 | NA | NA | 1.00013 | NA |
6 | 20.6 | NA | NA | 0.998746 | NA |
7 | 20.3 | 19.9892 | 19.875 | 1.00575 | 1.01555 |
8 | 19.9 | 19.852 | 19.7667 | 1.00432 | 1.00242 |
9 | 19.7 | 19.5936 | 19.6542 | 0.99692 | 1.00543 |
10 | 19.4 | 19.6007 | 19.5667 | 1.00174 | 0.98976 |
11 | 19.1 | 19.3299 | 19.475 | 0.992548 | 0.988108 |
12 | 18.8 | 19.1967 | 19.3542 | 0.991862 | 0.979337 |
13 | 18.9 | 19.2423 | 19.2417 | 1.00003 | 0.982213 |
14 | 18.7 | 19.2012 | 19.1542 | 1.00245 | 0.973899 |
15 | 18.8 | 19.1132 | 19.0792 | 1.00179 | 0.983611 |
16 | 19.5 | 19.1042 | 19.0333 | 1.00372 | 1.02072 |
17 | 19.3 | 19.0191 | 19.0167 | 1.00013 | 1.01477 |
18 | 19.1 | 18.9803 | 19.0042 | 0.998746 | 1.0063 |
19 | 19.1 | 19.0924 | 18.9833 | 1.00575 | 1.0004 |
20 | 19 | 19.036 | 18.9542 | 1.00432 | 0.998108 |
21 | 18.8 | 18.8626 | 18.9208 | 0.99692 | 0.996683 |
22 | 19.2 | 18.8828 | 18.85 | 1.00174 | 1.0168 |
23 | 18.9 | 18.6186 | 18.7583 | 0.992548 | 1.01512 |
24 | 18.7 | 18.5396 | 18.6917 | 0.991862 | 1.00865 |
25 | 18.5 | 18.6714 | 18.6708 | 1.00003 | 0.99082 |
26 | 18.4 | 18.7375 | 18.6917 | 1.00245 | 0.981987 |
27 | 18.3 | 18.7543 | 18.7208 | 1.00179 | 0.975778 |
28 | 18.3 | 18.8156 | 18.7458 | 1.00372 | 0.972596 |
29 | 18.3 | 18.7565 | 18.7542 | 1.00013 | 0.975661 |
30 | 18.5 | 18.7515 | 18.775 | 0.998746 | 0.98659 |
31 | 19.2 | 18.9877 | 18.8792 | 1.00575 | 1.01118 |
32 | 19.4 | 19.1448 | 19.0625 | 1.00432 | 1.01333 |
33 | 19.1 | 19.2239 | 19.2833 | 0.99692 | 0.993553 |
34 | 19.5 | 19.5298 | 19.4958 | 1.00174 | 0.998476 |
35 | 18.8 | 19.5325 | 19.6792 | 0.992548 | 0.962497 |
36 | 19.3 | 19.7009 | 19.8625 | 0.991862 | 0.979653 |
37 | 20.4 | 20.0381 | 20.0375 | 1.00003 | 1.01806 |
38 | 20.9 | 20.2579 | 20.2083 | 1.00245 | 1.0317 |
39 | 21.1 | 20.4573 | 20.4208 | 1.00179 | 1.03142 |
40 | 20.6 | 20.7311 | 20.6542 | 1.00372 | 0.993678 |
41 | 20.4 | 20.9193 | 20.9167 | 1.00013 | 0.975176 |
42 | 20.8 | 21.1859 | 21.2125 | 0.998746 | 0.981785 |
43 | 21.1 | 21.5775 | 21.4542 | 1.00575 | 0.977873 |
44 | 21.6 | 21.7226 | 21.6292 | 1.00432 | 0.994357 |
45 | 22 | 21.7162 | 21.7833 | 0.99692 | 1.01307 |
46 | 22.2 | 21.9924 | 21.9542 | 1.00174 | 1.00944 |
47 | 22.4 | 21.9767 | 22.1417 | 0.992548 | 1.01926 |
48 | 22.8 | 22.0979 | 22.2792 | 0.991862 | 1.03177 |
49 | 22.7 | 22.3132 | 22.3125 | 1.00003 | 1.01734 |
50 | 22.8 | 22.3004 | 22.2458 | 1.00245 | 1.0224 |
51 | 22.9 | 22.1645 | 22.125 | 1.00179 | 1.03318 |
52 | 22.9 | 22.0986 | 22.0167 | 1.00372 | 1.03626 |
53 | 22.6 | 21.9361 | 21.9333 | 1.00013 | 1.03027 |
54 | 21.9 | 21.7851 | 21.8125 | 0.998746 | 1.00527 |
55 | 20.8 | 21.7451 | 21.6208 | 1.00575 | 0.956538 |
56 | 20.3 | 21.4631 | 21.3708 | 1.00432 | 0.945808 |
57 | 20.4 | 21.0142 | 21.0792 | 0.99692 | 0.97077 |
58 | 21.2 | 20.8112 | 20.775 | 1.00174 | 1.01868 |
59 | 21.4 | 20.339 | 20.4917 | 0.992548 | 1.05217 |
60 | 20.9 | 20.0935 | 20.2583 | 0.991862 | 1.04014 |
61 | 20 | 20.1256 | 20.125 | 1.00003 | 0.993758 |
62 | 19.5 | 20.1326 | 20.0833 | 1.00245 | 0.968578 |
63 | 19.2 | 20.0733 | 20.0375 | 1.00179 | 0.956495 |
64 | 19.3 | 19.9657 | 19.8917 | 1.00372 | 0.966657 |
65 | 19.4 | 19.6608 | 19.6583 | 1.00013 | 0.986735 |
66 | 19.5 | 19.4048 | 19.4292 | 0.998746 | 1.00491 |
67 | 20 | 19.4067 | 19.2958 | 1.00575 | 1.03057 |
68 | 20.1 | 19.3624 | 19.2792 | 1.00432 | 1.03809 |
69 | 19.5 | 19.2572 | 19.3167 | 0.99692 | 1.01261 |
70 | 18.6 | 19.3962 | 19.3625 | 1.00174 | 0.958951 |
71 | 18.4 | 19.2678 | 19.4125 | 0.992548 | 0.954959 |
72 | 18.4 | 19.3165 | 19.475 | 0.991862 | 0.952553 |
73 | 19.3 | 19.4964 | 19.4958 | 1.00003 | 0.989925 |
74 | 19.8 | 19.5353 | 19.4875 | 1.00245 | 1.01355 |
75 | 19.8 | 19.5724 | 19.5375 | 1.00179 | 1.01163 |
76 | 19.8 | 19.7566 | 19.6833 | 1.00372 | 1.0022 |
77 | 20.1 | 19.9108 | 19.9083 | 1.00013 | 1.0095 |
78 | 20.3 | 20.1539 | 20.1792 | 0.998746 | 1.00725 |
79 | 19.7 | NA | NA | 1.00575 | NA |
80 | 20.2 | NA | NA | 1.00432 | NA |
81 | 20.6 | NA | NA | 0.99692 | NA |
82 | 21 | NA | NA | 1.00174 | NA |
83 | 21.4 | NA | NA | 0.992548 | NA |
84 | 21.9 | NA | NA | 0.991862 | NA |