Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 3.65 | NA | NA | -0.139953 | NA |
2 | 3.66 | NA | NA | -0.267349 | NA |
3 | 3.36 | NA | NA | -0.0784948 | NA |
4 | 3.19 | NA | NA | -0.031724 | NA |
5 | 2.81 | NA | NA | 0.0709844 | NA |
6 | 2.25 | NA | NA | 0.165672 | NA |
7 | 2.32 | 2.77792 | 2.75125 | 0.0266719 | -0.457922 |
8 | 2.85 | 2.60619 | 2.55708 | 0.0491094 | 0.243807 |
9 | 2.75 | 2.39484 | 2.36042 | 0.0344219 | 0.355161 |
10 | 2.78 | 2.28098 | 2.17542 | 0.105568 | 0.499016 |
11 | 2.26 | 2.06515 | 2.01625 | 0.048901 | 0.194849 |
12 | 2.23 | 1.93703 | 1.92083 | 0.0161927 | 0.292974 |
13 | 1.46 | 1.71963 | 1.85958 | -0.139953 | -0.25963 |
14 | 1.19 | 1.48182 | 1.74917 | -0.267349 | -0.291818 |
15 | 1.11 | 1.51692 | 1.59542 | -0.0784948 | -0.406922 |
16 | 1 | 1.39703 | 1.42875 | -0.031724 | -0.397026 |
17 | 1.18 | 1.34973 | 1.27875 | 0.0709844 | -0.169734 |
18 | 1.59 | 1.33151 | 1.16583 | 0.165672 | 0.258495 |
19 | 1.51 | 1.12667 | 1.1 | 0.0266719 | 0.383328 |
20 | 1.01 | 1.12661 | 1.0775 | 0.0491094 | -0.116609 |
21 | 0.9 | 1.09359 | 1.05917 | 0.0344219 | -0.193589 |
22 | 0.63 | 1.13973 | 1.03417 | 0.105568 | -0.509734 |
23 | 0.81 | 1.03307 | 0.984167 | 0.048901 | -0.223068 |
24 | 0.97 | 0.911193 | 0.895 | 0.0161927 | 0.0588073 |
25 | 1.14 | 0.651297 | 0.79125 | -0.139953 | 0.488703 |
26 | 0.97 | 0.433901 | 0.70125 | -0.267349 | 0.536099 |
27 | 0.89 | 0.539005 | 0.6175 | -0.0784948 | 0.350995 |
28 | 0.62 | 0.520776 | 0.5525 | -0.031724 | 0.099224 |
29 | 0.36 | 0.562651 | 0.491667 | 0.0709844 | -0.202651 |
30 | 0.27 | 0.562755 | 0.397083 | 0.165672 | -0.292755 |
31 | 0.34 | 0.292922 | 0.26625 | 0.0266719 | 0.0470781 |
32 | 0.02 | 0.183693 | 0.134583 | 0.0491094 | -0.163693 |
33 | -0.12 | 0.0581719 | 0.02375 | 0.0344219 | -0.178172 |
34 | 0.09 | 0.0618177 | -0.04375 | 0.105568 | 0.0281823 |
35 | -0.11 | -0.000265625 | -0.0491667 | 0.048901 | -0.109734 |
36 | -0.38 | -0.00964063 | -0.0258333 | 0.0161927 | -0.370359 |
37 | -0.65 | -0.145786 | -0.00583333 | -0.139953 | -0.504214 |
38 | -0.4 | -0.231099 | 0.03625 | -0.267349 | -0.168901 |
39 | -0.4 | 0.0440052 | 0.1225 | -0.0784948 | -0.444005 |
40 | 0.29 | 0.189526 | 0.22125 | -0.031724 | 0.100474 |
41 | 0.56 | 0.409734 | 0.33875 | 0.0709844 | 0.150266 |
42 | 0.63 | 0.650672 | 0.485 | 0.165672 | -0.0206719 |
43 | 0.46 | 0.689589 | 0.662917 | 0.0266719 | -0.229589 |
44 | 0.91 | 0.886193 | 0.837083 | 0.0491094 | 0.0238073 |
45 | 1.06 | 1.05609 | 1.02167 | 0.0344219 | 0.00391146 |
46 | 1.28 | 1.31015 | 1.20458 | 0.105568 | -0.030151 |
47 | 1.52 | 1.39473 | 1.34583 | 0.048901 | 0.125266 |
48 | 1.5 | 1.49411 | 1.47792 | 0.0161927 | 0.00589062 |
49 | 1.74 | 1.47755 | 1.6175 | -0.139953 | 0.262453 |
50 | 1.39 | 1.47807 | 1.74542 | -0.267349 | -0.0880677 |
51 | 2.24 | 1.75276 | 1.83125 | -0.0784948 | 0.487245 |
52 | 2.04 | 1.85536 | 1.88708 | -0.031724 | 0.184641 |
53 | 2.2 | 1.99057 | 1.91958 | 0.0709844 | 0.209432 |
54 | 2.16 | 2.11776 | 1.95208 | 0.165672 | 0.0422448 |
55 | 2.28 | 2.03876 | 2.01208 | 0.0266719 | 0.241245 |
56 | 2.16 | NA | NA | 0.0491094 | NA |
57 | 1.87 | NA | NA | 0.0344219 | NA |
58 | 1.81 | NA | NA | 0.105568 | NA |
59 | 1.77 | NA | NA | 0.048901 | NA |
60 | 2.03 | NA | NA | 0.0161927 | NA |
61 | 2.65 | NA | NA | -0.139953 | NA |