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 | 95.1 | 92.8878530528455 | -4.24367339882487 | 101.555820345979 | -2.21214694715448 |
2 | 97 | 95.3963663468978 | -3.07619862842305 | 101.679832281525 | -1.60363365310221 |
3 | 112.7 | 116.804875654548 | 6.79128012838068 | 101.803844217071 | 4.10487565454818 |
4 | 102.9 | 103.405116775952 | 0.497032285268324 | 101.897850938779 | 0.505116775952288 |
5 | 97.4 | 93.4653469314822 | -0.657204591969873 | 101.991857660488 | -3.93465306851778 |
6 | 111.4 | 111.552291561930 | 9.19941189240246 | 102.048296545667 | 0.152291561930312 |
7 | 87.4 | 89.639238780271 | -16.9439742111179 | 102.104735430847 | 2.23923878027105 |
8 | 96.8 | 97.4932760190589 | -6.01593238948192 | 102.122656370423 | 0.693276019058871 |
9 | 114.1 | 117.227319074072 | 8.83210361592867 | 102.140577309999 | 3.12731907407208 |
10 | 110.3 | 109.848659600143 | 8.71892977778947 | 102.032410622067 | -0.451340399856647 |
11 | 103.9 | 103.649998008847 | 2.22575805701757 | 101.924243934135 | -0.250001991152686 |
12 | 101.6 | 106.772018171012 | -5.32753759771041 | 101.755519426699 | 5.17201817101156 |
13 | 94.6 | 91.8568784795623 | -4.24367339882487 | 101.586794919263 | -2.74312152043771 |
14 | 95.9 | 93.4875038089862 | -3.07619862842305 | 101.388694819437 | -2.41249619101379 |
15 | 104.7 | 101.418125152008 | 6.79128012838068 | 101.190594719611 | -3.28187484799177 |
16 | 102.8 | 103.956459970716 | 0.497032285268324 | 101.146507744015 | 1.15645997071630 |
17 | 98.1 | 95.7547838235502 | -0.657204591969873 | 101.102420768420 | -2.34521617644980 |
18 | 113.9 | 117.255040449628 | 9.19941189240246 | 101.345547657969 | 3.3550404496284 |
19 | 80.9 | 77.1552996635993 | -16.9439742111179 | 101.588674547519 | -3.74470033640074 |
20 | 95.7 | 95.375260234472 | -6.01593238948192 | 102.040672155010 | -0.324739765527951 |
21 | 113.2 | 115.075226621570 | 8.83210361592867 | 102.492669762501 | 1.87522662157021 |
22 | 105.9 | 100.116510652309 | 8.71892977778947 | 102.964559569902 | -5.78348934769102 |
23 | 108.8 | 111.937792565680 | 2.22575805701757 | 103.436449377302 | 3.13779256568044 |
24 | 102.3 | 106.083403293726 | -5.32753759771041 | 103.844134303985 | 3.78340329372575 |
25 | 99 | 97.9918541681576 | -4.24367339882487 | 104.251819230667 | -1.00814583184243 |
26 | 100.7 | 99.8651265729173 | -3.07619862842305 | 104.611072055506 | -0.834873427082712 |
27 | 115.5 | 119.238394991275 | 6.79128012838068 | 104.970324880344 | 3.7383949912751 |
28 | 100.7 | 95.592876056631 | 0.497032285268324 | 105.310091658101 | -5.1071239433689 |
29 | 109.9 | 114.807346156113 | -0.657204591969873 | 105.649858435857 | 4.90734615611291 |
30 | 114.6 | 114.010834204930 | 9.19941189240246 | 105.989753902667 | -0.58916579506969 |
31 | 85.4 | 81.4143248416404 | -16.9439742111179 | 106.329649369477 | -3.98567515835961 |
32 | 100.5 | 100.308325084281 | -6.01593238948192 | 106.707607305201 | -0.191674915718636 |
33 | 114.8 | 113.682331143148 | 8.83210361592867 | 107.085565240924 | -1.11766885685229 |
34 | 116.5 | 116.863960993884 | 8.71892977778947 | 107.417109228327 | 0.36396099388395 |
35 | 112.9 | 115.825588727253 | 2.22575805701757 | 107.748653215730 | 2.92558872725287 |
36 | 102 | 101.280096262271 | -5.32753759771041 | 108.047441335439 | -0.71990373772897 |
37 | 106 | 107.897443943676 | -4.24367339882487 | 108.346229455149 | 1.89744394367567 |
38 | 105.3 | 105.116166711282 | -3.07619862842305 | 108.560031917141 | -0.183833288717821 |
39 | 118.8 | 122.034885492487 | 6.79128012838068 | 108.773834379133 | 3.23488549248681 |
40 | 106.1 | 102.829852241030 | 0.497032285268324 | 108.873115473701 | -3.27014775896961 |
41 | 109.3 | 110.284808023700 | -0.657204591969873 | 108.97239656827 | 0.984808023699799 |
42 | 117.2 | 116.111086915627 | 9.19941189240246 | 109.089501191971 | -1.08891308437299 |
43 | 92.5 | 92.7373683954469 | -16.9439742111179 | 109.206605815671 | 0.237368395446865 |
44 | 104.2 | 105.019712574705 | -6.01593238948192 | 109.396219814777 | 0.819712574705022 |
45 | 112.5 | 106.582062570189 | 8.83210361592867 | 109.585833813883 | -5.91793742981146 |
46 | 122.4 | 126.284534142304 | 8.71892977778947 | 109.796536079906 | 3.88453414230432 |
47 | 113.3 | 114.367003597053 | 2.22575805701757 | 110.007238345930 | 1.06700359705277 |
48 | 100 | 95.1849458248002 | -5.32753759771041 | 110.142591772910 | -4.81505417519976 |
49 | 110.7 | 115.365728198934 | -4.24367339882487 | 110.277945199891 | 4.66572819893419 |
50 | 112.8 | 118.434231291714 | -3.07619862842305 | 110.241967336709 | 5.63423129171413 |
51 | 109.8 | 102.602730398092 | 6.79128012838068 | 110.205989473527 | -7.19726960190782 |
52 | 117.3 | 124.611369335157 | 0.497032285268324 | 109.491598379574 | 7.31136933515744 |
53 | 109.1 | 110.079997306349 | -0.657204591969873 | 108.777207285621 | 0.979997306348523 |
54 | 115.9 | 114.663022112178 | 9.19941189240246 | 107.937565995419 | -1.23697788782169 |
55 | 96 | 101.846049505901 | -16.9439742111179 | 107.097924705217 | 5.84604950590072 |
56 | 99.8 | 99.3996202253004 | -6.01593238948192 | 106.216312164181 | -0.400379774699573 |
57 | 116.8 | 119.433196760925 | 8.83210361592867 | 105.334699623146 | 2.63319676092549 |
58 | 115.7 | 118.288961991147 | 8.71892977778947 | 104.392108231064 | 2.58896199114703 |
59 | 99.4 | 93.1247251040013 | 2.22575805701757 | 103.449516838981 | -6.27527489599875 |
60 | 94.3 | 91.4823370935319 | -5.32753759771041 | 102.445200504179 | -2.81766290646812 |