Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 47.43 | NA | NA | -0.00780671 | NA |
2 | 47.43 | NA | NA | -0.0731539 | NA |
3 | 47.51 | NA | NA | -0.0712789 | NA |
4 | 47.96 | NA | NA | -0.0266262 | NA |
5 | 47.99 | NA | NA | 0.0930961 | NA |
6 | 48.05 | NA | NA | 0.0487211 | NA |
7 | 48.05 | 47.9493 | 47.9671 | -0.0177373 | 0.100654 |
8 | 48.01 | 47.9493 | 48.0521 | -0.102737 | 0.0606539 |
9 | 48 | 48.0404 | 48.1342 | -0.0937789 | -0.0403877 |
10 | 48.06 | 48.2489 | 48.1879 | 0.0609433 | -0.18886 |
11 | 48.23 | 48.3434 | 48.2267 | 0.116777 | -0.113443 |
12 | 48.4 | 48.3423 | 48.2687 | 0.0735822 | 0.0576678 |
13 | 48.4 | 48.3001 | 48.3079 | -0.00780671 | 0.09989 |
14 | 48.5 | 48.2743 | 48.3475 | -0.0731539 | 0.225654 |
15 | 48.41 | 48.315 | 48.3862 | -0.0712789 | 0.0950289 |
16 | 48.35 | 48.403 | 48.4296 | -0.0266262 | -0.0529572 |
17 | 48.53 | 48.5685 | 48.4754 | 0.0930961 | -0.0385127 |
18 | 48.52 | 48.5596 | 48.5108 | 0.0487211 | -0.0395544 |
19 | 48.52 | 48.5214 | 48.5392 | -0.0177373 | -0.0014294 |
20 | 48.49 | 48.4627 | 48.5654 | -0.102737 | 0.0273206 |
21 | 48.45 | 48.5008 | 48.5946 | -0.0937789 | -0.0508044 |
22 | 48.65 | 48.6922 | 48.6313 | 0.0609433 | -0.0421933 |
23 | 48.74 | 48.7955 | 48.6788 | 0.116777 | -0.0555266 |
24 | 48.74 | 48.8127 | 48.7392 | 0.0735822 | -0.0727488 |
25 | 48.74 | 48.7964 | 48.8042 | -0.00780671 | -0.05636 |
26 | 48.79 | 48.7989 | 48.8721 | -0.0731539 | -0.0089294 |
27 | 48.82 | 48.8787 | 48.95 | -0.0712789 | -0.0587211 |
28 | 48.82 | 49.0075 | 49.0342 | -0.0266262 | -0.187541 |
29 | 49.2 | 49.2089 | 49.1158 | 0.0930961 | -0.0089294 |
30 | 49.3 | 49.2466 | 49.1979 | 0.0487211 | 0.0533623 |
31 | 49.3 | 49.2643 | 49.2821 | -0.0177373 | 0.0356539 |
32 | 49.34 | 49.2593 | 49.3621 | -0.102737 | 0.0806539 |
33 | 49.47 | 49.3591 | 49.4529 | -0.0937789 | 0.110862 |
34 | 49.65 | 49.6239 | 49.5629 | 0.0609433 | 0.02614 |
35 | 49.7 | 49.7922 | 49.6754 | 0.116777 | -0.0921933 |
36 | 49.75 | 49.8565 | 49.7829 | 0.0735822 | -0.106499 |
37 | 49.75 | 49.8793 | 49.8871 | -0.00780671 | -0.129277 |
38 | 49.7 | 49.9164 | 49.9896 | -0.0731539 | -0.216429 |
39 | 50.09 | 50.015 | 50.0863 | -0.0712789 | 0.0750289 |
40 | 50.19 | 50.1459 | 50.1725 | -0.0266262 | 0.0441262 |
41 | 50.53 | 50.3573 | 50.2642 | 0.0930961 | 0.172737 |
42 | 50.55 | 50.4171 | 50.3683 | 0.0487211 | 0.132946 |
43 | 50.55 | 50.4556 | 50.4733 | -0.0177373 | 0.0944039 |
44 | 50.55 | 50.4789 | 50.5817 | -0.102737 | 0.0710706 |
45 | 50.58 | 50.5879 | 50.6817 | -0.0937789 | -0.00788773 |
46 | 50.61 | 50.8334 | 50.7725 | 0.0609433 | -0.223443 |
47 | 50.94 | 50.9684 | 50.8517 | 0.116777 | -0.0284433 |
48 | 51.01 | 50.9907 | 50.9171 | 0.0735822 | 0.0193345 |
49 | 51.01 | 50.9751 | 50.9829 | -0.00780671 | 0.03489 |
50 | 51.04 | 50.9756 | 51.0488 | -0.0731539 | 0.0644039 |
51 | 51.15 | 51.0475 | 51.1188 | -0.0712789 | 0.102529 |
52 | 51.31 | 51.185 | 51.2117 | -0.0266262 | 0.124959 |
53 | 51.31 | 51.4035 | 51.3104 | 0.0930961 | -0.0935127 |
54 | 51.34 | 51.44 | 51.3912 | 0.0487211 | -0.0999711 |
55 | 51.34 | 51.4493 | 51.4671 | -0.0177373 | -0.109346 |
56 | 51.34 | 51.4385 | 51.5412 | -0.102737 | -0.0985127 |
57 | 51.47 | 51.5179 | 51.6117 | -0.0937789 | -0.0478877 |
58 | 51.95 | 51.7414 | 51.6804 | 0.0609433 | 0.20864 |
59 | 51.97 | 51.8743 | 51.7575 | 0.116777 | 0.0957234 |
60 | 51.92 | 51.9177 | 51.8442 | 0.0735822 | 0.00225116 |
61 | 51.92 | 51.9247 | 51.9325 | -0.00780671 | -0.00469329 |
62 | 51.91 | 51.9481 | 52.0212 | -0.0731539 | -0.0380961 |
63 | 51.97 | 52.0462 | 52.1175 | -0.0712789 | -0.0762211 |
64 | 52.14 | 52.1934 | 52.22 | -0.0266262 | -0.0533738 |
65 | 52.33 | 52.4206 | 52.3275 | 0.0930961 | -0.0905961 |
66 | 52.4 | 52.4912 | 52.4425 | 0.0487211 | -0.0912211 |
67 | 52.4 | 52.5414 | 52.5592 | -0.0177373 | -0.141429 |
68 | 52.41 | 52.5727 | 52.6754 | -0.102737 | -0.162679 |
69 | 52.71 | 52.6954 | 52.7892 | -0.0937789 | 0.0146123 |
70 | 53.17 | 52.9718 | 52.9108 | 0.0609433 | 0.198223 |
71 | 53.33 | 53.1576 | 53.0408 | 0.116777 | 0.17239 |
72 | 53.32 | 53.2415 | 53.1679 | 0.0735822 | 0.0785012 |
73 | 53.32 | 53.2859 | 53.2937 | -0.00780671 | 0.0340567 |
74 | 53.3 | 53.3481 | 53.4212 | -0.0731539 | -0.0480961 |
75 | 53.31 | 53.4691 | 53.5404 | -0.0712789 | -0.159138 |
76 | 53.72 | 53.6167 | 53.6433 | -0.0266262 | 0.103293 |
77 | 53.87 | 53.8327 | 53.7396 | 0.0930961 | 0.0373206 |
78 | 53.91 | 53.8871 | 53.8383 | 0.0487211 | 0.0229456 |
79 | 53.91 | NA | NA | -0.0177373 | NA |
80 | 53.96 | NA | NA | -0.102737 | NA |
81 | 54.02 | NA | NA | -0.0937789 | NA |
82 | 54.33 | NA | NA | 0.0609433 | NA |
83 | 54.48 | NA | NA | 0.116777 | NA |
84 | 54.54 | NA | NA | 0.0735822 | NA |