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 | 3.2 | 7.6084016560807 | 0.956435326458233 | -2.16483698253893 | 4.40840165608070 |
2 | 1.9 | 3.97796962104776 | 0.611960317885162 | -0.789929938932922 | 2.07796962104776 |
3 | 0 | -0.532462231003066 | -0.0525148736700193 | 0.584977104673086 | -0.532462231003066 |
4 | 0.6 | -0.25950548872391 | -0.549246048825175 | 2.00875153754909 | -0.85950548872391 |
5 | 0.2 | -2.2465484458311 | -0.785977524593984 | 3.43252597042509 | -2.4465484458311 |
6 | 0.9 | -2.38689985563016 | -0.677484899815958 | 4.86438475544612 | -3.28689985563016 |
7 | 2.4 | -1.00725014139458 | -0.488993399072576 | 6.29624354046716 | -3.40725014139458 |
8 | 4.7 | 2.05827709532959 | -0.375288900076775 | 7.71701180474719 | -2.64172290467041 |
9 | 9.4 | 9.72380387459762 | -0.0615839436248335 | 9.13778006902722 | 0.323803874597619 |
10 | 12.5 | 14.0145521326778 | 0.252702143824412 | 10.7327457234978 | 1.51455213267781 |
11 | 15.8 | 18.6853003646176 | 0.58698825741407 | 12.3277113779683 | 2.88530036461760 |
12 | 18.2 | 21.9927171345137 | 0.583003848711857 | 13.8242790167744 | 3.7927171345137 |
13 | 16.8 | 17.3227180179612 | 0.956435326458233 | 15.3208466555805 | 0.522718017961219 |
14 | 17.3 | 17.6177052402835 | 0.611960317885162 | 16.3703344418313 | 0.31770524028353 |
15 | 19.3 | 21.2326926455880 | -0.0525148736700193 | 17.4198222280821 | 1.93269264558795 |
16 | 17.9 | 18.4116668251766 | -0.549246048825175 | 17.9375792236486 | 0.51166682517659 |
17 | 20.2 | 22.7306413053789 | -0.785977524593984 | 18.4553362192151 | 2.53064130537889 |
18 | 18.7 | 19.3854733698770 | -0.677484899815958 | 18.6920115299389 | 0.685473369877034 |
19 | 20.1 | 21.7603065584098 | -0.488993399072576 | 18.9286868406628 | 1.66030655840982 |
20 | 18.2 | 17.7126145814614 | -0.375288900076775 | 19.0626743186153 | -0.487385418538562 |
21 | 18.4 | 17.6649221470569 | -0.0615839436248335 | 19.1966617965679 | -0.735077852943082 |
22 | 18.2 | 16.8660491809767 | 0.252702143824412 | 19.2812486751989 | -1.33395081902333 |
23 | 18.9 | 17.847176188756 | 0.58698825741407 | 19.3658355538299 | -1.05282381124399 |
24 | 19.9 | 19.7337400447457 | 0.583003848711857 | 19.4832561065424 | -0.166259955254286 |
25 | 21.3 | 22.0428880142868 | 0.956435326458233 | 19.6006766592549 | 0.74288801428683 |
26 | 20 | 19.6042523823945 | 0.611960317885162 | 19.7837872997203 | -0.39574761760548 |
27 | 19.5 | 19.0856169334843 | -0.0525148736700193 | 19.9668979401857 | -0.414383066515679 |
28 | 19.6 | 19.5582304872347 | -0.549246048825175 | 20.1910155615905 | -0.0417695127653062 |
29 | 20.9 | 22.1708443415987 | -0.785977524593984 | 20.4151331829953 | 1.27084434159872 |
30 | 21 | 22.0773335307296 | -0.677484899815958 | 20.6001513690864 | 1.07733353072960 |
31 | 19.9 | 19.5038238438951 | -0.488993399072576 | 20.7851695551774 | -0.396176156104865 |
32 | 19.6 | 18.6189112959071 | -0.375288900076775 | 20.9563776041697 | -0.98108870409289 |
33 | 20.9 | 20.7339982904629 | -0.0615839436248335 | 21.1275856531619 | -0.166001709537067 |
34 | 21.7 | 21.8077938346725 | 0.252702143824412 | 21.3395040215031 | 0.107793834672481 |
35 | 22.9 | 23.6615893527416 | 0.58698825741407 | 21.5514223898443 | 0.761589352741613 |
36 | 21.5 | 20.6737650468102 | 0.583003848711857 | 21.7432311044779 | -0.826234953189765 |
37 | 21.3 | 19.7085248544303 | 0.956435326458233 | 21.9350398191115 | -1.59147514556973 |
38 | 23.5 | 24.4290164933415 | 0.611960317885162 | 21.9590231887733 | 0.929016493341521 |
39 | 21.6 | 21.2695083152349 | -0.0525148736700193 | 21.9830065584351 | -0.330491684765104 |
40 | 24.5 | 27.8798187467971 | -0.549246048825175 | 21.6694273020281 | 3.37981874679709 |
41 | 22.2 | 23.8301294789729 | -0.785977524593984 | 21.3558480456210 | 1.63012947897294 |
42 | 23.5 | 26.9210871757855 | -0.677484899815958 | 20.7563977240305 | 3.4210871757855 |
43 | 20.9 | 22.1320459966327 | -0.488993399072576 | 20.1569474024399 | 1.23204599663270 |
44 | 20.7 | 22.3170465835931 | -0.375288900076775 | 19.4582423164837 | 1.61704658359312 |
45 | 18.1 | 17.5020467130974 | -0.0615839436248335 | 18.7595372305274 | -0.597953286902609 |
46 | 17.1 | 15.8712912893264 | 0.252702143824412 | 18.0760065668492 | -1.22870871067365 |
47 | 14.8 | 11.6205358394149 | 0.58698825741407 | 17.3924759031710 | -3.1794641605851 |
48 | 13.8 | 10.0518336219026 | 0.583003848711857 | 16.9651625293855 | -3.7481663780974 |
49 | 15.2 | 12.9057155179417 | 0.956435326458233 | 16.5378491556001 | -2.29428448205830 |
50 | 16 | 14.8084432711164 | 0.611960317885162 | 16.5795964109984 | -1.19155672888355 |
51 | 17.6 | 18.6311712072733 | -0.0525148736700193 | 16.6213436663967 | 1.0311712072733 |
52 | 15 | 13.358999009526 | -0.549246048825175 | 17.1902470392992 | -1.64100099047401 |
53 | 15 | 13.0268271123923 | -0.785977524593984 | 17.7591504122016 | -1.97317288760765 |
54 | 16.3 | 14.9430435719134 | -0.677484899815958 | 18.3344413279025 | -1.35695642808658 |
55 | 19.4 | 20.3792611554691 | -0.488993399072576 | 18.9097322436034 | 0.979261155469128 |
56 | 21.3 | 23.4554012939674 | -0.375288900076775 | 19.5198876061094 | 2.15540129396743 |
57 | 20.5 | 20.9315409750096 | -0.0615839436248335 | 20.1300429686153 | 0.431540975009579 |
58 | 21.1 | 21.1789636933023 | 0.252702143824412 | 20.7683341628733 | 0.0789636933023097 |
59 | 21.6 | 21.2063863854546 | 0.58698825741407 | 21.4066253571313 | -0.393613614545377 |
60 | 22.6 | 22.5602945883497 | 0.583003848711857 | 22.0567015629385 | -0.039705411650349 |