Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 601 | 0 | 61 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 108.8 | 108.243300196292 | -8.21432873152565 | 117.571028535234 | -0.556699803708241 |
2 | 128.4 | 130.257372906989 | 9.37847786512944 | 117.164149227882 | 1.8573729069889 |
3 | 121.1 | 117.371438259181 | 8.07129182028974 | 116.757269920529 | -3.72856174081917 |
4 | 119.5 | 119.527732305208 | 3.10516031947679 | 116.367107375315 | 0.0277323052083744 |
5 | 128.7 | 136.904037643862 | 4.51901752603754 | 115.976944830100 | 8.20403764386222 |
6 | 108.7 | 107.152358354449 | -5.37161547319084 | 115.619257118742 | -1.54764164555147 |
7 | 105.5 | 102.000686371260 | -6.26225577864419 | 115.261569407384 | -3.49931362874018 |
8 | 119.8 | 117.607648990706 | 7.07739146703495 | 114.914959542259 | -2.19235100929404 |
9 | 111.3 | 111.214612511996 | -3.18296218912952 | 114.568349677134 | -0.0853874880042582 |
10 | 110.6 | 111.137052669045 | -4.20888048350296 | 114.271827814458 | 0.537052669045323 |
11 | 120.1 | 120.439495466270 | 5.78519858194867 | 113.975305951781 | 0.339495466269838 |
12 | 97.5 | 91.6857157985033 | -10.6964918814917 | 114.010776082988 | -5.81428420149673 |
13 | 107.7 | 109.568082517330 | -8.21432873152565 | 114.046246214195 | 1.86808251733036 |
14 | 127.3 | 130.781535351197 | 9.37847786512944 | 114.439986783673 | 3.48153535119717 |
15 | 117.2 | 111.494980826559 | 8.07129182028974 | 114.833727353151 | -5.70501917344122 |
16 | 119.8 | 121.208506037069 | 3.10516031947679 | 115.286333643454 | 1.40850603706882 |
17 | 116.2 | 112.142042540205 | 4.51901752603754 | 115.738939933757 | -4.05795745979484 |
18 | 111 | 111.211487781561 | -5.37161547319084 | 116.160127691629 | 0.211487781561488 |
19 | 112.4 | 114.480940329143 | -6.26225577864419 | 116.581315449501 | 2.08094032914282 |
20 | 130.6 | 137.083156118773 | 7.07739146703495 | 117.039452414192 | 6.48315611877264 |
21 | 109.1 | 103.885372810246 | -3.18296218912952 | 117.497589378883 | -5.2146271897539 |
22 | 118.8 | 123.865969589187 | -4.20888048350296 | 117.942910894316 | 5.06596958918652 |
23 | 123.9 | 123.626569008302 | 5.78519858194867 | 118.388232409749 | -0.273430991698106 |
24 | 101.6 | 95.2471072491933 | -10.6964918814917 | 118.649384632298 | -6.35289275080672 |
25 | 112.8 | 114.903791876678 | -8.21432873152565 | 118.910536854847 | 2.10379187667836 |
26 | 128 | 127.597731542026 | 9.37847786512944 | 119.023790592844 | -0.402268457973861 |
27 | 129.6 | 131.991663848869 | 8.07129182028974 | 119.137044330842 | 2.39166384886869 |
28 | 125.8 | 129.167187795774 | 3.10516031947679 | 119.327651884750 | 3.36718779577355 |
29 | 119.5 | 114.962723035305 | 4.51901752603754 | 119.518259438658 | -4.53727696469529 |
30 | 115.7 | 117.056297223536 | -5.37161547319084 | 119.715318249655 | 1.35629722353553 |
31 | 113.6 | 113.549878717991 | -6.26225577864419 | 119.912377060653 | -0.0501212820086465 |
32 | 129.7 | 132.371230059328 | 7.07739146703495 | 119.951378473637 | 2.67123005932775 |
33 | 112 | 107.192582302508 | -3.18296218912952 | 119.990379886622 | -4.80741769749218 |
34 | 116.8 | 117.827995353668 | -4.20888048350296 | 119.980885129835 | 1.02799535366832 |
35 | 127 | 128.243411045004 | 5.78519858194867 | 119.971390373048 | 1.24341104500377 |
36 | 112.1 | 114.853075963466 | -10.6964918814917 | 120.043415918026 | 2.75307596346588 |
37 | 114.2 | 116.498887268522 | -8.21432873152565 | 120.115441463004 | 2.29888726852168 |
38 | 121.1 | 112.605017822472 | 9.37847786512944 | 120.216504312398 | -8.49498217752775 |
39 | 131.6 | 134.811141017918 | 8.07129182028974 | 120.317567161793 | 3.21114101791763 |
40 | 125 | 126.499008607611 | 3.10516031947679 | 120.395831072912 | 1.49900860761120 |
41 | 120.4 | 115.806887489931 | 4.51901752603754 | 120.474094984031 | -4.59311251006891 |
42 | 117.7 | 120.308041114007 | -5.37161547319084 | 120.463574359184 | 2.60804111400731 |
43 | 117.5 | 120.809202044309 | -6.26225577864419 | 120.453053734336 | 3.30920204430851 |
44 | 120.6 | 113.720456591984 | 7.07739146703495 | 120.402151940981 | -6.87954340801643 |
45 | 127.5 | 137.831712041502 | -3.18296218912952 | 120.351250147627 | 10.3317120415023 |
46 | 112.3 | 108.716968943162 | -4.20888048350296 | 120.091911540341 | -3.58303105683792 |
47 | 124.5 | 123.382228484997 | 5.78519858194867 | 119.832572933054 | -1.11777151500317 |
48 | 115.2 | 121.754375533291 | -10.6964918814917 | 119.342116348201 | 6.55437553329062 |
49 | 104.7 | 98.7626689681781 | -8.21432873152565 | 118.851659763348 | -5.93733103182191 |
50 | 130.9 | 134.234417496400 | 9.37847786512944 | 118.18710463847 | 3.33441749640046 |
51 | 129.2 | 132.806158666118 | 8.07129182028974 | 117.522549513593 | 3.60615866611761 |
52 | 113.5 | 107.036980775060 | 3.10516031947679 | 116.857858905463 | -6.46301922493967 |
53 | 125.6 | 130.487814176629 | 4.51901752603754 | 116.193168297333 | 4.88781417662936 |
54 | 107.6 | 104.981425186975 | -5.37161547319084 | 115.590190286215 | -2.61857481302454 |
55 | 107 | 105.275043503547 | -6.26225577864419 | 114.987212275098 | -1.72495649645343 |
56 | 121.6 | 121.736265090179 | 7.07739146703495 | 114.386343442786 | 0.136265090179236 |
57 | 110.7 | 110.797487578656 | -3.18296218912952 | 113.785474610474 | 0.0974875786555316 |
58 | 106.3 | 103.617014224035 | -4.20888048350296 | 113.191866259468 | -2.68298577596524 |
59 | 118.6 | 118.816543509589 | 5.78519858194867 | 112.598257908462 | 0.216543509588931 |
60 | 104.6 | 107.877586187423 | -10.6964918814917 | 112.018905694069 | 3.27758618742257 |