Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 581 | 0 | 59 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 103.48 | 103.523732869337 | -0.375604568322368 | 103.811871698985 | 0.0437328693372763 |
2 | 103.93 | 103.911271597193 | -0.0121135084173189 | 103.960841911224 | -0.0187284028066017 |
3 | 103.89 | 103.738810391563 | -0.068622515025883 | 104.109812123463 | -0.151189608436852 |
4 | 104.4 | 104.392240854418 | 0.149998994485012 | 104.257760151097 | -0.00775914558175828 |
5 | 104.79 | 104.853671218949 | 0.320620602320715 | 104.405708178731 | 0.063671218948528 |
6 | 104.77 | 104.744110659548 | 0.242716182188632 | 104.553173158264 | -0.025889340452224 |
7 | 105.13 | 105.192550149309 | 0.366811712894177 | 104.700638137796 | 0.062550149309402 |
8 | 105.26 | 105.530957637187 | 0.139845291933964 | 104.849197070879 | 0.270957637186612 |
9 | 104.96 | 104.943364890820 | -0.0211208947821083 | 104.997756003962 | -0.0166351091803278 |
10 | 104.75 | 104.505925989120 | -0.146060777663887 | 105.140134788544 | -0.244074010879757 |
11 | 105.01 | 104.976947984936 | -0.239461558060768 | 105.282513573125 | -0.0330520150640865 |
12 | 105.15 | 105.252942082198 | -0.357009023908446 | 105.40406694171 | 0.102942082198368 |
13 | 105.2 | 105.249984258027 | -0.375604568322368 | 105.525620310295 | 0.0499842580270666 |
14 | 105.77 | 105.902234436783 | -0.0121135084173189 | 105.649879071634 | 0.132234436783321 |
15 | 105.78 | 105.854484682053 | -0.068622515025883 | 105.774137832973 | 0.0744846820532103 |
16 | 106.26 | 106.420068036311 | 0.149998994485012 | 105.949932969204 | 0.160068036310648 |
17 | 106.13 | 105.813651292243 | 0.320620602320715 | 106.125728105436 | -0.316348707756731 |
18 | 106.12 | 105.617969273563 | 0.242716182188632 | 106.379314544248 | -0.502030726436729 |
19 | 106.57 | 106.140287304046 | 0.366811712894177 | 106.632900983060 | -0.429712695954365 |
20 | 106.44 | 105.769954411782 | 0.139845291933964 | 106.970200296284 | -0.670045588218031 |
21 | 106.54 | 105.793621285274 | -0.0211208947821083 | 107.307499609508 | -0.746378714725822 |
22 | 107.1 | 106.615582287138 | -0.146060777663887 | 107.730478490526 | -0.484417712861998 |
23 | 108.1 | 108.286004186517 | -0.239461558060768 | 108.153457371544 | 0.186004186516953 |
24 | 108.4 | 108.505835096274 | -0.357009023908446 | 108.651173927635 | 0.105835096273680 |
25 | 108.84 | 108.906714084597 | -0.375604568322368 | 109.148890483726 | 0.0667140845966401 |
26 | 109.62 | 109.606139601765 | -0.0121135084173189 | 109.645973906652 | -0.0138603982350674 |
27 | 110.42 | 110.765565185447 | -0.068622515025883 | 110.143057329579 | 0.345565185446844 |
28 | 110.67 | 110.643221946120 | 0.149998994485012 | 110.546779059395 | -0.0267780538798092 |
29 | 111.66 | 112.048878608469 | 0.320620602320715 | 110.950500789211 | 0.388878608468744 |
30 | 112.28 | 113.099376024404 | 0.242716182188632 | 111.217907793407 | 0.81937602440425 |
31 | 112.87 | 113.887873489502 | 0.366811712894177 | 111.485314797604 | 1.01787348950212 |
32 | 112.18 | 112.594774914420 | 0.139845291933964 | 111.625379793646 | 0.414774914419709 |
33 | 112.36 | 112.975676105093 | -0.0211208947821083 | 111.765444789689 | 0.615676105093158 |
34 | 112.16 | 112.689063714160 | -0.146060777663887 | 111.776997063504 | 0.529063714159506 |
35 | 111.49 | 111.430912220741 | -0.239461558060768 | 111.788549337320 | -0.0590877792590305 |
36 | 111.25 | 111.158799585663 | -0.357009023908446 | 111.698209438246 | -0.0912004143371945 |
37 | 111.36 | 111.487735029151 | -0.375604568322368 | 111.607869539171 | 0.127735029150884 |
38 | 111.74 | 111.99946095839 | -0.0121135084173189 | 111.492652550027 | 0.259460958390036 |
39 | 111.1 | 110.891186954143 | -0.068622515025883 | 111.377435560883 | -0.208813045857184 |
40 | 111.33 | 111.204554062588 | 0.149998994485012 | 111.305446942927 | -0.125445937411968 |
41 | 111.25 | 110.945921072708 | 0.320620602320715 | 111.233458324971 | -0.304078927291556 |
42 | 111.04 | 110.597664239802 | 0.242716182188632 | 111.239619578009 | -0.442335760197921 |
43 | 110.97 | 110.327407456058 | 0.366811712894177 | 111.245780831048 | -0.642592543941944 |
44 | 111.31 | 111.140153833916 | 0.139845291933964 | 111.340000874150 | -0.169846166083730 |
45 | 111.02 | 110.626899977530 | -0.0211208947821083 | 111.434220917252 | -0.393100022469653 |
46 | 111.07 | 110.670551134806 | -0.146060777663887 | 111.615509642858 | -0.399448865194259 |
47 | 111.36 | 111.162663189596 | -0.239461558060768 | 111.796798368465 | -0.197336810403755 |
48 | 111.54 | 111.408791089853 | -0.357009023908446 | 112.028217934056 | -0.131208910147393 |
49 | 112.05 | 112.215967068675 | -0.375604568322368 | 112.259637499647 | 0.165967068675187 |
50 | 112.52 | 112.547745119873 | -0.0121135084173189 | 112.504368388544 | 0.0277451198728187 |
51 | 112.94 | 113.199523237584 | -0.068622515025883 | 112.749099277442 | 0.259523237584077 |
52 | 113.33 | 113.510582412779 | 0.149998994485012 | 112.999418592736 | 0.180582412778563 |
53 | 113.78 | 113.989641489648 | 0.320620602320715 | 113.249737908031 | 0.209641489648249 |
54 | 113.77 | 113.797894215801 | 0.242716182188632 | 113.49938960201 | 0.0278942158014104 |
55 | 113.82 | 113.524146991117 | 0.366811712894177 | 113.749041295989 | -0.295853008883057 |
56 | 113.89 | 113.644893724967 | 0.139845291933964 | 113.995260983099 | -0.245106275033166 |
57 | 114.25 | 114.279640224573 | -0.0211208947821083 | 114.241480670210 | 0.0296402245726028 |
58 | 114.41 | 114.480661857019 | -0.146060777663887 | 114.485398920645 | 0.0706618570193172 |