Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1.5469 | NA | NA | -0.00486037 | NA |
2 | 1.5501 | NA | NA | -0.000738498 | NA |
3 | 1.5494 | NA | NA | -0.00363225 | NA |
4 | 1.5475 | NA | NA | 0.00561567 | NA |
5 | 1.5449 | NA | NA | 0.00656306 | NA |
6 | 1.5391 | NA | NA | -0.00212079 | NA |
7 | 1.5578 | 1.54549 | 1.54843 | -0.00294319 | 0.012314 |
8 | 1.5528 | 1.54046 | 1.54886 | -0.00840569 | 0.0123432 |
9 | 1.5496 | 1.54901 | 1.55001 | -0.00100621 | 0.000593707 |
10 | 1.549 | 1.55668 | 1.55197 | 0.00470629 | -0.00767713 |
11 | 1.5449 | 1.55724 | 1.55359 | 0.00365369 | -0.0123412 |
12 | 1.5479 | 1.55811 | 1.55494 | 0.00316827 | -0.0102099 |
13 | 1.5494 | 1.55141 | 1.55627 | -0.00486037 | -0.00201046 |
14 | 1.558 | 1.55702 | 1.55775 | -0.000738498 | 0.000984332 |
15 | 1.5691 | 1.55659 | 1.56022 | -0.00363225 | 0.0125114 |
16 | 1.5748 | 1.56897 | 1.56336 | 0.00561567 | 0.005826 |
17 | 1.5564 | 1.57359 | 1.56703 | 0.00656306 | -0.0171922 |
18 | 1.5601 | 1.56892 | 1.57104 | -0.00212079 | -0.00882088 |
19 | 1.5687 | 1.57289 | 1.57584 | -0.00294319 | -0.00419431 |
20 | 1.5775 | 1.57282 | 1.58122 | -0.00840569 | 0.00468069 |
21 | 1.5841 | 1.58466 | 1.58566 | -0.00100621 | -0.000556293 |
22 | 1.5898 | 1.59479 | 1.59008 | 0.00470629 | -0.00498546 |
23 | 1.5922 | 1.60027 | 1.59662 | 0.00365369 | -0.00807036 |
24 | 1.5969 | 1.60763 | 1.60447 | 0.00316827 | -0.0107349 |
25 | 1.6155 | 1.6072 | 1.61206 | -0.00486037 | 0.00830204 |
26 | 1.6212 | 1.61752 | 1.61826 | -0.000738498 | 0.00368016 |
27 | 1.6124 | 1.6198 | 1.62343 | -0.00363225 | -0.00740109 |
28 | 1.6375 | 1.63506 | 1.62944 | 0.00561567 | 0.00244266 |
29 | 1.6506 | 1.64172 | 1.63515 | 0.00656306 | 0.00888277 |
30 | 1.6543 | 1.63798 | 1.6401 | -0.00212079 | 0.016325 |
31 | 1.6567 | 1.63995 | 1.64289 | -0.00294319 | 0.0167515 |
32 | 1.6383 | 1.63414 | 1.64254 | -0.00840569 | 0.00416402 |
33 | 1.6475 | 1.6393 | 1.64031 | -0.00100621 | 0.00819787 |
34 | 1.6706 | 1.64162 | 1.63691 | 0.00470629 | 0.0289812 |
35 | 1.6485 | 1.63777 | 1.63412 | 0.00365369 | 0.0107255 |
36 | 1.6592 | 1.63453 | 1.63136 | 0.00316827 | 0.0246734 |
37 | 1.6203 | 1.62326 | 1.62812 | -0.00486037 | -0.00295629 |
38 | 1.608 | 1.62511 | 1.62585 | -0.000738498 | -0.0171073 |
39 | 1.572 | 1.61928 | 1.62291 | -0.00363225 | -0.0472803 |
40 | 1.5964 | 1.62001 | 1.61439 | 0.00561567 | -0.0236073 |
41 | 1.6247 | 1.60914 | 1.60258 | 0.00656306 | 0.0155578 |
42 | 1.6139 | 1.58995 | 1.59207 | -0.00212079 | 0.02395 |
43 | 1.6193 | 1.57885 | 1.58179 | -0.00294319 | 0.0404515 |
44 | 1.6212 | 1.5632 | 1.57161 | -0.00840569 | 0.0579974 |
45 | 1.5942 | 1.56305 | 1.56405 | -0.00100621 | 0.031152 |
46 | 1.5194 | 1.5627 | 1.558 | 0.00470629 | -0.0433021 |
47 | 1.5162 | 1.55354 | 1.54989 | 0.00365369 | -0.0373412 |
48 | 1.5393 | 1.54422 | 1.54105 | 0.00316827 | -0.00492244 |
49 | 1.4935 | 1.52794 | 1.5328 | -0.00486037 | -0.0344355 |
50 | 1.4904 | 1.52386 | 1.5246 | -0.000738498 | -0.0334615 |
51 | 1.5083 | 1.51359 | 1.51722 | -0.00363225 | -0.00529275 |
52 | 1.5147 | 1.5193 | 1.51368 | 0.00561567 | -0.004599 |
53 | 1.5118 | 1.51978 | 1.51321 | 0.00656306 | -0.00797556 |
54 | 1.5148 | 1.5093 | 1.51142 | -0.00212079 | 0.00549996 |
55 | 1.5202 | 1.50622 | 1.50916 | -0.00294319 | 0.0139849 |
56 | 1.5236 | 1.49907 | 1.50748 | -0.00840569 | 0.0245265 |
57 | 1.5148 | 1.503 | 1.504 | -0.00100621 | 0.011802 |
58 | 1.5138 | 1.50283 | 1.49812 | 0.00470629 | 0.0109687 |
59 | 1.5105 | 1.4945 | 1.49085 | 0.00365369 | 0.0160005 |
60 | 1.502 | 1.48436 | 1.48119 | 0.00316827 | 0.0176442 |
61 | 1.4765 | 1.46331 | 1.46818 | -0.00486037 | 0.0131854 |
62 | 1.4671 | 1.45258 | 1.45332 | -0.000738498 | 0.0145177 |
63 | 1.4482 | 1.43351 | 1.43715 | -0.00363225 | 0.0146864 |
64 | 1.4337 | 1.42716 | 1.42154 | 0.00561567 | 0.00654266 |
65 | 1.4181 | 1.41415 | 1.40759 | 0.00656306 | 0.00394944 |
66 | 1.3767 | 1.38933 | 1.39145 | -0.00212079 | -0.0126334 |
67 | 1.346 | 1.37103 | 1.37397 | -0.00294319 | -0.0250318 |
68 | 1.3413 | 1.35022 | 1.35863 | -0.00840569 | -0.00892348 |
69 | 1.3089 | 1.34382 | 1.34483 | -0.00100621 | -0.034923 |
70 | 1.3452 | 1.33714 | 1.33243 | 0.00470629 | 0.00806037 |
71 | 1.3442 | 1.32357 | 1.31992 | 0.00365369 | 0.0206296 |
72 | 1.2811 | 1.30926 | 1.30609 | 0.00316827 | -0.0281558 |
73 | 1.2779 | 1.28719 | 1.29205 | -0.00486037 | -0.00928963 |
74 | 1.2974 | 1.27504 | 1.27578 | -0.000738498 | 0.0223552 |
75 | 1.2867 | 1.25843 | 1.26206 | -0.00363225 | 0.0282739 |
76 | 1.2977 | 1.25834 | 1.25272 | 0.00561567 | 0.0393635 |
77 | 1.2537 | 1.24973 | 1.24317 | 0.00656306 | 0.0039661 |
78 | 1.2092 | 1.23409 | 1.23621 | -0.00212079 | -0.0248917 |
79 | 1.1766 | 1.22824 | 1.23119 | -0.00294319 | -0.0516443 |
80 | 1.1203 | 1.21622 | 1.22463 | -0.00840569 | -0.0959235 |
81 | 1.2005 | 1.2165 | 1.21751 | -0.00100621 | -0.0160021 |
82 | 1.2295 | 1.21488 | 1.21018 | 0.00470629 | 0.0146187 |
83 | 1.2307 | 1.20767 | 1.20401 | 0.00365369 | 0.0230338 |
84 | 1.2276 | 1.20466 | 1.20149 | 0.00316827 | 0.0229442 |
85 | 1.2108 | 1.19731 | 1.20217 | -0.00486037 | 0.0134895 |
86 | 1.2071 | 1.20582 | 1.20656 | -0.000738498 | 0.00128016 |
87 | 1.2061 | 1.20664 | 1.21028 | -0.00363225 | -0.000542752 |
88 | 1.2023 | 1.21542 | 1.2098 | 0.00561567 | -0.0131198 |
89 | 1.2012 | 1.21448 | 1.20792 | 0.00656306 | -0.0132839 |
90 | 1.2011 | 1.20397 | 1.20609 | -0.00212079 | -0.00286671 |
91 | 1.2011 | 1.20312 | 1.20607 | -0.00294319 | -0.00202348 |
92 | 1.2011 | 1.19936 | 1.20776 | -0.00840569 | 0.00174319 |
93 | 1.2089 | 1.20856 | 1.20956 | -0.00100621 | 0.000343707 |
94 | 1.2098 | 1.21586 | 1.21115 | 0.00470629 | -0.00605629 |
95 | 1.2052 | 1.21723 | 1.21357 | 0.00365369 | -0.0120287 |
96 | 1.2091 | 1.21973 | 1.21656 | 0.00316827 | -0.0106308 |
97 | 1.2288 | 1.21448 | 1.21934 | -0.00486037 | 0.0143229 |
98 | 1.2298 | 1.22144 | 1.22218 | -0.000738498 | 0.00835933 |
99 | 1.2266 | 1.22095 | 1.22458 | -0.00363225 | 0.00565308 |
100 | 1.2199 | 1.23214 | 1.22653 | 0.00561567 | -0.0122407 |
101 | 1.2418 | 1.2351 | 1.22853 | 0.00656306 | 0.0067036 |
102 | 1.2322 | 1.22815 | 1.23028 | -0.00212079 | 0.00404579 |
103 | 1.2366 | NA | NA | -0.00294319 | NA |
104 | 1.2338 | NA | NA | -0.00840569 | NA |
105 | 1.2338 | NA | NA | -0.00100621 | NA |
106 | 1.2316 | NA | NA | 0.00470629 | NA |
107 | 1.2316 | NA | NA | 0.00365369 | NA |
108 | 1.2245 | NA | NA | 0.00316827 | NA |