Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 681 | 0 | 69 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 8.2 | 8.76289232300616 | 0.351821216209758 | 7.28528646078408 | 0.562892323006166 |
2 | 8 | 8.27474967145866 | 0.406846050296754 | 7.31840427824459 | 0.274749671458659 |
3 | 7.5 | 7.40327354283408 | 0.245204361460822 | 7.3515220957051 | -0.0967264571659188 |
4 | 6.8 | 6.21066064797297 | 0.00580965090081608 | 7.38352970112621 | -0.589339352027029 |
5 | 6.5 | 5.81804797810215 | -0.233585284649477 | 7.41553730654733 | -0.681952021897851 |
6 | 6.6 | 6.15406501168457 | -0.394824680884551 | 7.44075966919999 | -0.445934988315434 |
7 | 7.6 | 7.6567487931802 | 0.0772691749671581 | 7.46598203185264 | 0.0567487931801995 |
8 | 8 | 8.42057939993176 | 0.0891585038214113 | 7.49026209624683 | 0.420579399931761 |
9 | 8.1 | 8.65963624824254 | 0.0258215911164464 | 7.51454216064101 | 0.559636248242539 |
10 | 7.7 | 8.02450330976678 | -0.185373225080392 | 7.56086991531362 | 0.324503309766775 |
11 | 7.5 | 7.68937052428445 | -0.296568194270666 | 7.60719766998622 | 0.189370524284445 |
12 | 7.6 | 7.66933747732517 | -0.0915790245976931 | 7.62224154727252 | 0.0693374773251749 |
13 | 7.8 | 7.61089335923143 | 0.351821216209758 | 7.63728542455882 | -0.189106640768573 |
14 | 7.8 | 7.57757495122438 | 0.406846050296754 | 7.61557899847887 | -0.222425048775625 |
15 | 7.8 | 7.76092306614025 | 0.245204361460822 | 7.59387257239892 | -0.0390769338597465 |
16 | 7.5 | 7.40888284585702 | 0.00580965090081608 | 7.58530750324216 | -0.091117154142979 |
17 | 7.5 | 7.65684285056408 | -0.233585284649477 | 7.5767424340854 | 0.156842850564076 |
18 | 7.1 | 6.99581843010677 | -0.394824680884551 | 7.59900625077778 | -0.104181569893234 |
19 | 7.5 | 7.30146075756267 | 0.0772691749671581 | 7.62127006747017 | -0.198539242437326 |
20 | 7.5 | 7.25330633454978 | 0.0891585038214113 | 7.6575351616288 | -0.246693665450215 |
21 | 7.6 | 7.48037815309611 | 0.0258215911164464 | 7.69380025578744 | -0.119621846903885 |
22 | 7.7 | 7.85135044321368 | -0.185373225080392 | 7.7340227818667 | 0.151350443213684 |
23 | 7.7 | 7.9223228863247 | -0.296568194270666 | 7.77424530794598 | 0.222322886324691 |
24 | 7.9 | 8.10633820072276 | -0.0915790245976931 | 7.78524082387493 | 0.206338200722763 |
25 | 8.1 | 8.05194244398636 | 0.351821216209758 | 7.79623633980388 | -0.0480575560136423 |
26 | 8.2 | 8.24520832981737 | 0.406846050296754 | 7.74794561988587 | 0.0452083298173722 |
27 | 8.2 | 8.45514073857132 | 0.245204361460822 | 7.69965489996786 | 0.255140738571316 |
28 | 8.2 | 8.77583873246106 | 0.00580965090081608 | 7.61835161663813 | 0.575838732461056 |
29 | 7.9 | 8.49653695134108 | -0.233585284649477 | 7.5370483333084 | 0.596536951341083 |
30 | 7.3 | 7.54443483151936 | -0.394824680884551 | 7.45038984936519 | 0.24443483151936 |
31 | 6.9 | 6.35899945961085 | 0.0772691749671581 | 7.36373136542199 | -0.541000540389146 |
32 | 6.6 | 5.84357709485442 | 0.0891585038214113 | 7.26726440132417 | -0.756422905145584 |
33 | 6.7 | 6.2033809716572 | 0.0258215911164464 | 7.17079743722636 | -0.496619028342802 |
34 | 6.9 | 6.90172365480175 | -0.185373225080392 | 7.08364957027864 | 0.00172365480174985 |
35 | 7 | 7.30006649093974 | -0.296568194270666 | 6.99650170333093 | 0.300066490939737 |
36 | 7.1 | 7.34175318309095 | -0.0915790245976931 | 6.94982584150674 | 0.241753183090953 |
37 | 7.2 | 7.1450288041077 | 0.351821216209758 | 6.90314997968255 | -0.0549711958923078 |
38 | 7.1 | 6.91707733474839 | 0.406846050296754 | 6.87607661495486 | -0.182922665251612 |
39 | 6.9 | 6.70579238831201 | 0.245204361460822 | 6.84900325022716 | -0.194207611687986 |
40 | 7 | 7.18987751411169 | 0.00580965090081608 | 6.8043128349875 | 0.189877514111689 |
41 | 6.8 | 7.07396286490165 | -0.233585284649477 | 6.75962241974782 | 0.273962864901653 |
42 | 6.4 | 6.48202229082464 | -0.394824680884551 | 6.71280239005992 | 0.0820222908246357 |
43 | 6.7 | 6.65674846466083 | 0.0772691749671581 | 6.66598236037201 | -0.0432515353391656 |
44 | 6.6 | 6.4886838618706 | 0.0891585038214113 | 6.62215763430798 | -0.111316138129394 |
45 | 6.4 | 6.1958455006396 | 0.0258215911164464 | 6.57833290824396 | -0.204154499360403 |
46 | 6.3 | 6.26060306130305 | -0.185373225080392 | 6.52477016377734 | -0.0393969386969530 |
47 | 6.2 | 6.22536077495993 | -0.296568194270666 | 6.47120741931073 | 0.0253607749599345 |
48 | 6.5 | 6.64404891132415 | -0.0915790245976931 | 6.44753011327354 | 0.144048911324153 |
49 | 6.8 | 6.82432597655389 | 0.351821216209758 | 6.42385280723635 | 0.024325976553893 |
50 | 6.8 | 6.74875064045759 | 0.406846050296754 | 6.44440330924566 | -0.0512493595424104 |
51 | 6.4 | 6.08984182728422 | 0.245204361460822 | 6.46495381125496 | -0.310158172715783 |
52 | 6.1 | 5.71482628607599 | 0.00580965090081608 | 6.4793640630232 | -0.385173713924013 |
53 | 5.8 | 5.33981096985805 | -0.233585284649477 | 6.49377431479143 | -0.460189030141954 |
54 | 6.1 | 6.09002592496776 | -0.394824680884551 | 6.50479875591679 | -0.0099740750322388 |
55 | 7.2 | 7.8069076279907 | 0.0772691749671581 | 6.51582319704215 | 0.606907627990693 |
56 | 7.3 | 7.93492590156 | 0.0891585038214113 | 6.57591559461858 | 0.634925901560006 |
57 | 6.9 | 7.13817041668854 | 0.0258215911164464 | 6.63600799219501 | 0.23817041668854 |
58 | 6.1 | 5.64676565466351 | -0.185373225080392 | 6.73860757041688 | -0.453234345336485 |
59 | 5.8 | 5.05536104563193 | -0.296568194270666 | 6.84120714863874 | -0.744638954368073 |
60 | 6.2 | 5.52390786580087 | -0.0915790245976931 | 6.96767115879683 | -0.676092134199133 |
61 | 7.1 | 6.75404361483533 | 0.351821216209758 | 7.09413516895491 | -0.345956385164672 |
62 | 7.7 | 7.77392349071539 | 0.406846050296754 | 7.21923045898786 | 0.0739234907153863 |
63 | 7.9 | 8.21046988951837 | 0.245204361460822 | 7.3443257490208 | 0.310469889518373 |
64 | 7.7 | 7.91633628897512 | 0.00580965090081608 | 7.47785406012407 | 0.216336288975115 |
65 | 7.4 | 7.42220291342215 | -0.233585284649477 | 7.61138237122733 | 0.0222029134221451 |
66 | 7.5 | 7.64195819165105 | -0.394824680884551 | 7.7528664892335 | 0.141958191651046 |
67 | 8 | 8.02838021779316 | 0.0772691749671581 | 7.89435060723968 | 0.0283802177931634 |
68 | 8.1 | 8.07076867723918 | 0.0891585038214113 | 8.04007281893941 | -0.0292313227608236 |