Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 27.65 | NA | NA | 0.983751 | NA |
2 | 28.19 | NA | NA | 0.987607 | NA |
3 | 28.98 | NA | NA | 0.994131 | NA |
4 | 28.99 | NA | NA | 1.00223 | NA |
5 | 29.02 | NA | NA | 1.00792 | NA |
6 | 29 | NA | NA | 1.00953 | NA |
7 | 29.04 | 29.0677 | 28.8733 | 1.00673 | 0.999047 |
8 | 29.19 | 29.1662 | 28.9221 | 1.00844 | 1.00082 |
9 | 29.23 | 29.273 | 28.9217 | 1.01215 | 0.998531 |
10 | 29.26 | 29.0987 | 28.905 | 1.0067 | 1.00554 |
11 | 29.02 | 28.8132 | 28.9083 | 0.996709 | 1.00718 |
12 | 28.47 | 28.4648 | 28.9246 | 0.984103 | 1.00018 |
13 | 28.53 | 28.4677 | 28.9379 | 0.983751 | 1.00219 |
14 | 28.48 | 28.585 | 28.9438 | 0.987607 | 0.996325 |
15 | 28.68 | 28.7797 | 28.9496 | 0.994131 | 0.996537 |
16 | 28.89 | 29.0133 | 28.9488 | 1.00223 | 0.99575 |
17 | 29.2 | 29.1649 | 28.9358 | 1.00792 | 1.0012 |
18 | 29.21 | 29.2164 | 28.9404 | 1.00953 | 0.999782 |
19 | 29.15 | 29.1566 | 28.9617 | 1.00673 | 0.999773 |
20 | 29.22 | 29.2326 | 28.9879 | 1.00844 | 0.99957 |
21 | 29.34 | 29.3632 | 29.0108 | 1.01215 | 0.999209 |
22 | 29.13 | 29.2207 | 29.0262 | 1.0067 | 0.996896 |
23 | 28.84 | 28.9407 | 29.0362 | 0.996709 | 0.996521 |
24 | 28.76 | 28.5788 | 29.0404 | 0.984103 | 1.00634 |
25 | 28.75 | 28.5792 | 29.0512 | 0.983751 | 1.00598 |
26 | 28.89 | 28.7105 | 29.0708 | 0.987607 | 1.00625 |
27 | 28.82 | 28.9251 | 29.0958 | 0.994131 | 0.996368 |
28 | 29.12 | 29.1904 | 29.1254 | 1.00223 | 0.99759 |
29 | 29.21 | 29.4026 | 29.1717 | 1.00792 | 0.993448 |
30 | 29.3 | 29.5037 | 29.225 | 1.00953 | 0.993097 |
31 | 29.32 | 29.4708 | 29.2738 | 1.00673 | 0.994883 |
32 | 29.52 | 29.5729 | 29.3254 | 1.00844 | 0.998211 |
33 | 29.64 | 29.7563 | 29.3992 | 1.01215 | 0.996092 |
34 | 29.54 | 29.6872 | 29.4896 | 1.0067 | 0.995043 |
35 | 29.54 | 29.4785 | 29.5758 | 0.996709 | 1.00209 |
36 | 29.34 | 29.1901 | 29.6617 | 0.984103 | 1.00513 |
37 | 29.34 | 29.2641 | 29.7475 | 0.983751 | 1.00259 |
38 | 29.54 | 29.4554 | 29.825 | 0.987607 | 1.00287 |
39 | 29.94 | 29.7121 | 29.8875 | 0.994131 | 1.00767 |
40 | 30.17 | 30.0126 | 29.9458 | 1.00223 | 1.00524 |
41 | 30.23 | 30.2287 | 29.9912 | 1.00792 | 1.00004 |
42 | 30.34 | 30.302 | 30.0158 | 1.00953 | 1.00125 |
43 | 30.34 | 30.2422 | 30.04 | 1.00673 | 1.00323 |
44 | 30.36 | 30.3158 | 30.0621 | 1.00844 | 1.00146 |
45 | 30.3 | 30.4408 | 30.0754 | 1.01215 | 0.995376 |
46 | 30.28 | 30.2887 | 30.0871 | 1.0067 | 0.999714 |
47 | 29.89 | 30.0076 | 30.1067 | 0.996709 | 0.996082 |
48 | 29.58 | 29.6527 | 30.1317 | 0.984103 | 0.997549 |
49 | 29.68 | 29.667 | 30.1571 | 0.983751 | 1.00044 |
50 | 29.73 | 29.8146 | 30.1888 | 0.987607 | 0.997162 |
51 | 30.07 | 30.0501 | 30.2275 | 0.994131 | 1.00066 |
52 | 30.32 | 30.325 | 30.2575 | 1.00223 | 0.999836 |
53 | 30.55 | 30.5139 | 30.2742 | 1.00792 | 1.00118 |
54 | 30.62 | 30.5632 | 30.2746 | 1.00953 | 1.00186 |
55 | 30.67 | 30.4603 | 30.2567 | 1.00673 | 1.00688 |
56 | 30.79 | 30.512 | 30.2567 | 1.00844 | 1.00911 |
57 | 30.8 | 30.6381 | 30.2704 | 1.01215 | 1.00528 |
58 | 30.5 | 30.4799 | 30.2771 | 1.0067 | 1.00066 |
59 | 30.07 | 30.1907 | 30.2904 | 0.996709 | 0.996001 |
60 | 29.41 | 29.829 | 30.3108 | 0.984103 | 0.985954 |
61 | 29.42 | 29.8392 | 30.3321 | 0.983751 | 0.985951 |
62 | 29.99 | 29.9722 | 30.3483 | 0.987607 | 1.00059 |
63 | 30.14 | 30.21 | 30.3883 | 0.994131 | 0.997683 |
64 | 30.41 | 30.5313 | 30.4633 | 1.00223 | 0.996028 |
65 | 30.78 | 30.7974 | 30.5554 | 1.00792 | 0.999437 |
66 | 30.88 | 30.97 | 30.6775 | 1.00953 | 0.997094 |
67 | 30.92 | 31.0283 | 30.8208 | 1.00673 | 0.99651 |
68 | 30.93 | 31.2057 | 30.9446 | 1.00844 | 0.991164 |
69 | 31.62 | 31.4365 | 31.0592 | 1.01215 | 1.00584 |
70 | 31.48 | 31.4023 | 31.1933 | 1.0067 | 1.00247 |
71 | 31.3 | 31.2231 | 31.3262 | 0.996709 | 1.00246 |
72 | 31.11 | 30.95 | 31.45 | 0.984103 | 1.00517 |
73 | 31.16 | 31.0611 | 31.5742 | 0.983751 | 1.00318 |
74 | 31.22 | 31.31 | 31.7029 | 0.987607 | 0.997125 |
75 | 31.66 | 31.6154 | 31.8021 | 0.994131 | 1.00141 |
76 | 32.11 | 31.9223 | 31.8512 | 1.00223 | 1.00588 |
77 | 32.27 | 32.1089 | 31.8567 | 1.00792 | 1.00502 |
78 | 32.36 | 32.1272 | 31.8237 | 1.00953 | 1.00725 |
79 | 32.42 | NA | NA | 1.00673 | NA |
80 | 32.52 | NA | NA | 1.00844 | NA |
81 | 32.41 | NA | NA | 1.01215 | NA |
82 | 31.87 | NA | NA | 1.0067 | NA |
83 | 31.04 | NA | NA | 0.996709 | NA |
84 | 30.58 | NA | NA | 0.984103 | NA |