Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 31.5 | NA | NA | 0.0109664 | NA |
2 | 31.29 | NA | NA | -0.00771412 | NA |
3 | 31.3 | NA | NA | -0.0544502 | NA |
4 | 31.06 | NA | NA | 0.00492477 | NA |
5 | 31.09 | NA | NA | -0.0288947 | NA |
6 | 31.11 | NA | NA | 0.00284144 | NA |
7 | 31.13 | 31.0751 | 31.0542 | 0.020897 | 0.0549363 |
8 | 31.1 | 31.0821 | 31.0021 | 0.0799942 | 0.0179225 |
9 | 31.03 | 30.9994 | 30.9546 | 0.0447859 | 0.0306308 |
10 | 30.74 | 30.8546 | 30.91 | -0.0554225 | -0.114578 |
11 | 30.83 | 30.863 | 30.8742 | -0.0111169 | -0.0330498 |
12 | 30.82 | 30.8344 | 30.8412 | -0.00681134 | -0.0144387 |
13 | 30.8 | 30.8172 | 30.8062 | 0.0109664 | -0.0172164 |
14 | 30.74 | 30.7648 | 30.7725 | -0.00771412 | -0.0247859 |
15 | 30.71 | 30.6876 | 30.7421 | -0.0544502 | 0.0223669 |
16 | 30.58 | 30.7341 | 30.7292 | 0.00492477 | -0.154091 |
17 | 30.71 | 30.7024 | 30.7312 | -0.0288947 | 0.00764468 |
18 | 30.7 | 30.7337 | 30.7308 | 0.00284144 | -0.0336748 |
19 | 30.7 | 30.7509 | 30.73 | 0.020897 | -0.050897 |
20 | 30.72 | 30.8158 | 30.7358 | 0.0799942 | -0.0958275 |
21 | 30.68 | 30.7931 | 30.7483 | 0.0447859 | -0.113119 |
22 | 30.78 | 30.7137 | 30.7692 | -0.0554225 | 0.0662558 |
23 | 30.84 | 30.7768 | 30.7879 | -0.0111169 | 0.0632002 |
24 | 30.8 | 30.7878 | 30.7946 | -0.00681134 | 0.012228 |
25 | 30.8 | 30.8097 | 30.7987 | 0.0109664 | -0.00971644 |
26 | 30.88 | 30.7944 | 30.8021 | -0.00771412 | 0.0856308 |
27 | 30.87 | 30.7468 | 30.8012 | -0.0544502 | 0.1232 |
28 | 30.92 | 30.7933 | 30.7883 | 0.00492477 | 0.126742 |
29 | 30.82 | 30.7378 | 30.7667 | -0.0288947 | 0.082228 |
30 | 30.75 | 30.7503 | 30.7475 | 0.00284144 | -0.000341435 |
31 | 30.75 | 30.7517 | 30.7308 | 0.020897 | -0.00173032 |
32 | 30.75 | 30.7921 | 30.7121 | 0.0799942 | -0.0420775 |
33 | 30.63 | 30.7335 | 30.6888 | 0.0447859 | -0.103536 |
34 | 30.52 | 30.6075 | 30.6629 | -0.0554225 | -0.0874942 |
35 | 30.58 | 30.6268 | 30.6379 | -0.0111169 | -0.0467998 |
36 | 30.6 | 30.6128 | 30.6196 | -0.00681134 | -0.012772 |
37 | 30.6 | 30.618 | 30.6071 | 0.0109664 | -0.0180498 |
38 | 30.63 | 30.5881 | 30.5958 | -0.00771412 | 0.0418808 |
39 | 30.56 | 30.5376 | 30.5921 | -0.0544502 | 0.0223669 |
40 | 30.61 | 30.5908 | 30.5858 | 0.00492477 | 0.0192419 |
41 | 30.53 | 30.5386 | 30.5675 | -0.0288947 | -0.00860532 |
42 | 30.6 | 30.547 | 30.5442 | 0.00284144 | 0.0529919 |
43 | 30.6 | 30.5401 | 30.5192 | 0.020897 | 0.0599363 |
44 | 30.63 | 30.5637 | 30.4838 | 0.0799942 | 0.0662558 |
45 | 30.66 | 30.4806 | 30.4358 | 0.0447859 | 0.179381 |
46 | 30.34 | 30.3262 | 30.3817 | -0.0554225 | 0.0137558 |
47 | 30.32 | 30.3122 | 30.3233 | -0.0111169 | 0.00778356 |
48 | 30.3 | 30.2578 | 30.2646 | -0.00681134 | 0.042228 |
49 | 30.3 | 30.2147 | 30.2037 | 0.0109664 | 0.0852836 |
50 | 30.08 | 30.141 | 30.1487 | -0.00771412 | -0.0610359 |
51 | 29.96 | 30.036 | 30.0904 | -0.0544502 | -0.0759664 |
52 | 29.91 | 30.0445 | 30.0396 | 0.00492477 | -0.134508 |
53 | 29.83 | 29.9819 | 30.0108 | -0.0288947 | -0.151939 |
54 | 29.89 | 29.9899 | 29.9871 | 0.00284144 | -0.0999248 |
55 | 29.85 | 29.9855 | 29.9646 | 0.020897 | -0.13548 |
56 | 30.06 | 30.0283 | 29.9483 | 0.0799942 | 0.0316725 |
57 | 29.83 | 29.9835 | 29.9388 | 0.0447859 | -0.153536 |
58 | 29.95 | 29.8875 | 29.9429 | -0.0554225 | 0.0625058 |
59 | 30.02 | 29.9439 | 29.955 | -0.0111169 | 0.0761169 |
60 | 30.03 | 29.9519 | 29.9588 | -0.00681134 | 0.0780613 |
61 | 30.03 | 29.973 | 29.9621 | 0.0109664 | 0.0569502 |
62 | 29.96 | 29.9502 | 29.9579 | -0.00771412 | 0.00979745 |
63 | 29.85 | 29.9018 | 29.9562 | -0.0544502 | -0.0517998 |
64 | 30.12 | 29.957 | 29.9521 | 0.00492477 | 0.162992 |
65 | 29.91 | 29.8961 | 29.925 | -0.0288947 | 0.0138947 |
66 | 29.9 | 29.8899 | 29.8871 | 0.00284144 | 0.0100752 |
67 | 29.92 | 29.8671 | 29.8462 | 0.020897 | 0.052853 |
68 | 29.89 | 29.8883 | 29.8083 | 0.0799942 | 0.00167245 |
69 | 29.96 | 29.8202 | 29.7754 | 0.0447859 | 0.139797 |
70 | 29.72 | 29.6808 | 29.7362 | -0.0554225 | 0.0391725 |
71 | 29.6 | 29.6876 | 29.6987 | -0.0111169 | -0.0876331 |
72 | 29.54 | 29.6657 | 29.6725 | -0.00681134 | -0.125689 |
73 | 29.54 | 29.6576 | 29.6467 | 0.0109664 | -0.117633 |
74 | 29.54 | 29.6119 | 29.6196 | -0.00771412 | -0.0718692 |
75 | 29.48 | 29.5405 | 29.595 | -0.0544502 | -0.0605498 |
76 | 29.55 | 29.5908 | 29.5858 | 0.00492477 | -0.0407581 |
77 | 29.58 | 29.5436 | 29.5725 | -0.0288947 | 0.0363947 |
78 | 29.6 | 29.5495 | 29.5467 | 0.00284144 | 0.0504919 |
79 | 29.6 | NA | NA | 0.020897 | NA |
80 | 29.56 | NA | NA | 0.0799942 | NA |
81 | 29.7 | NA | NA | 0.0447859 | NA |
82 | 29.76 | NA | NA | -0.0554225 | NA |
83 | 29.24 | NA | NA | -0.0111169 | NA |
84 | 29.28 | NA | NA | -0.00681134 | NA |