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 | 89.1 | 91.3135459607712 | -5.64794814835841 | 92.5344021875872 | 2.21354596077123 |
2 | 82.6 | 88.0338567996322 | -16.2867420835386 | 93.4528852839064 | 5.43385679963217 |
3 | 102.7 | 102.194168684106 | 8.834462935668 | 94.3713683802256 | -0.505831315893602 |
4 | 91.8 | 88.8726679492046 | -0.63480938979234 | 95.3621414405878 | -2.92733205079544 |
5 | 94.1 | 92.1711734226332 | -0.32408792358314 | 96.35291450095 | -1.92882657736681 |
6 | 103.1 | 103.079603659052 | 5.73173305377054 | 97.3886632871772 | -0.0203963409477694 |
7 | 93.2 | 91.1680355031042 | -3.19244757650865 | 98.4244120734045 | -2.03196449689585 |
8 | 91 | 87.0822918383815 | -4.56333610928333 | 99.4810442709019 | -3.91770816161853 |
9 | 94.3 | 92.8965534801479 | -4.83422994854709 | 100.537676468399 | -1.40344651985214 |
10 | 99.4 | 94.248593884992 | 2.69773861661944 | 101.853667498388 | -5.15140611500793 |
11 | 115.7 | 119.120641975096 | 9.10969949652638 | 103.169658528378 | 3.42064197509586 |
12 | 116.8 | 119.881412398016 | 9.1099695478836 | 104.608618054101 | 3.08141239801563 |
13 | 99.8 | 99.2003705685346 | -5.64794814835841 | 106.047577579824 | -0.59962943146536 |
14 | 96 | 101.022938367325 | -16.2867420835386 | 107.263803716213 | 5.02293836732549 |
15 | 115.9 | 114.485507211730 | 8.834462935668 | 108.480029852602 | -1.41449278827038 |
16 | 109.1 | 109.617952768001 | -0.63480938979234 | 109.216856621791 | 0.51795276800118 |
17 | 117.3 | 124.970404532603 | -0.32408792358314 | 109.95368339098 | 7.67040453260321 |
18 | 109.8 | 103.722340578344 | 5.73173305377054 | 110.145926367885 | -6.07765942165594 |
19 | 112.8 | 118.454278231718 | -3.19244757650865 | 110.338169344791 | 5.65427823171778 |
20 | 110.7 | 115.707296361149 | -4.56333610928333 | 110.256039748134 | 5.00729636114914 |
21 | 100 | 94.6603197970696 | -4.83422994854709 | 110.173910151478 | -5.33968020293041 |
22 | 113.3 | 113.940800310881 | 2.69773861661944 | 109.961461072500 | 0.640800310880621 |
23 | 122.4 | 125.941288509951 | 9.10969949652638 | 109.749011993522 | 3.54128850995127 |
24 | 112.5 | 106.34558255224 | 9.1099695478836 | 109.544447899876 | -6.15441744775991 |
25 | 104.2 | 104.708064342128 | -5.64794814835841 | 109.339883806230 | 0.508064342128165 |
26 | 92.5 | 92.0807237863896 | -16.2867420835386 | 109.206018297149 | -0.419276213610445 |
27 | 117.2 | 116.493384276264 | 8.834462935668 | 109.072152788068 | -0.70661572373578 |
28 | 109.3 | 110.222948475622 | -0.63480938979234 | 109.011860914170 | 0.922948475622164 |
29 | 106.1 | 103.572518883311 | -0.32408792358314 | 108.951569040273 | -2.52748111668944 |
30 | 118.8 | 123.078486351172 | 5.73173305377054 | 108.789780595057 | 4.27848635117236 |
31 | 105.3 | 105.164455426667 | -3.19244757650865 | 108.627992149842 | -0.135544573332965 |
32 | 106 | 108.223220799540 | -4.56333610928333 | 108.340115309743 | 2.22322079954048 |
33 | 102 | 100.781991478903 | -4.83422994854709 | 108.052238469644 | -1.21800852109698 |
34 | 112.9 | 115.388777256248 | 2.69773861661944 | 107.713484127132 | 2.4887772562482 |
35 | 116.5 | 116.515570718853 | 9.10969949652638 | 107.374729784621 | 0.0155707188529561 |
36 | 114.8 | 113.470381789124 | 9.1099695478836 | 107.019648662992 | -1.32961821087558 |
37 | 100.5 | 99.9833806069951 | -5.64794814835841 | 106.664567541363 | -0.516619393004873 |
38 | 85.4 | 80.7513536364803 | -16.2867420835386 | 106.335388447058 | -4.64864636351967 |
39 | 114.6 | 114.359327711579 | 8.834462935668 | 106.006209352753 | -0.240672288421237 |
40 | 109.9 | 114.750011080964 | -0.63480938979234 | 105.684798308829 | 4.85001108096367 |
41 | 100.7 | 96.360700658679 | -0.32408792358314 | 105.363387264904 | -4.33929934132100 |
42 | 115.5 | 120.257612580419 | 5.73173305377054 | 105.01065436581 | 4.75761258041942 |
43 | 100.7 | 99.9345261097927 | -3.19244757650865 | 104.657921466716 | -0.765473890207303 |
44 | 99 | 98.3107149692717 | -4.56333610928333 | 104.252621140012 | -0.6892850307283 |
45 | 102.3 | 105.586909135240 | -4.83422994854709 | 103.847320813307 | 3.28690913523981 |
46 | 108.8 | 111.517374983410 | 2.69773861661944 | 103.384886399971 | 2.71737498340953 |
47 | 105.9 | 99.7678485168389 | 9.10969949652638 | 102.922451986635 | -6.13215148316115 |
48 | 113.2 | 114.843497382999 | 9.1099695478836 | 102.446533069117 | 1.6434973829993 |
49 | 95.7 | 95.077333996759 | -5.64794814835841 | 101.970614151599 | -0.622666003241022 |
50 | 80.9 | 76.4532954943287 | -16.2867420835386 | 101.633446589210 | -4.44670450567128 |
51 | 113.9 | 117.669258037512 | 8.834462935668 | 101.296279026820 | 3.76925803751172 |
52 | 98.1 | 95.4787190387453 | -0.63480938979234 | 101.356090351047 | -2.62128096125468 |
53 | 102.8 | 104.508186248309 | -0.32408792358314 | 101.415901675274 | 1.70818624830939 |
54 | 104.7 | 102.14452347184 | 5.73173305377054 | 101.523743474389 | -2.55547652815994 |
55 | 95.9 | 93.3608623030036 | -3.19244757650865 | 101.631585273505 | -2.53913769699641 |
56 | 94.6 | 92.0024762256535 | -4.56333610928333 | 101.760859883630 | -2.59752377434653 |
57 | 101.6 | 106.144095454792 | -4.83422994854709 | 101.890134493755 | 4.54409545479244 |
58 | 103.9 | 103.048802128124 | 2.69773861661944 | 102.053459255257 | -0.85119787187601 |
59 | 110.3 | 109.273516486715 | 9.10969949652638 | 102.216784016759 | -1.02648351328490 |
60 | 114.1 | 116.683373101390 | 9.1099695478836 | 102.406657350726 | 2.58337310139045 |