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 | 96.96 | 98.8618114181477 | -1.53228158025078 | 96.590470162103 | 1.90181141814772 |
2 | 93.11 | 91.8544777226643 | -2.48067788538229 | 96.846200162718 | -1.25552227733567 |
3 | 95.62 | 95.7251456883997 | -1.58707585173258 | 97.1019301633329 | 0.105145688399716 |
4 | 98.3 | 98.6332579927074 | 0.598901142819897 | 97.3678408644727 | 0.333257992707374 |
5 | 96.38 | 95.5433670503845 | -0.417118615997089 | 97.6337515656126 | -0.836632949615492 |
6 | 100.82 | 100.662442365603 | 3.07134958939907 | 97.9062080449982 | -0.157557634397293 |
7 | 99.06 | 98.5435162574794 | 1.39781921813674 | 98.1786645243839 | -0.516483742520592 |
8 | 94.03 | 93.3758600506391 | -3.77678718452309 | 98.460927133884 | -0.654139949360896 |
9 | 102.07 | 102.248203812430 | 3.14860644418605 | 98.7431897433841 | 0.178203812429828 |
10 | 99.31 | 100.131994975942 | -0.601542900441971 | 99.0895479245003 | 0.82199497594165 |
11 | 98.64 | 97.067783815577 | 0.77631007880653 | 99.4359061056165 | -1.57221618442307 |
12 | 101.82 | 102.390331896416 | 1.40249658374846 | 99.8471715198356 | 0.570331896415908 |
13 | 99.14 | 99.553844646196 | -1.53228158025078 | 100.258436934055 | 0.413844646196054 |
14 | 97.63 | 97.0152417303699 | -2.48067788538229 | 100.725436155012 | -0.61475826963013 |
15 | 100.06 | 100.514640475762 | -1.58707585173258 | 101.192435375970 | 0.454640475762474 |
16 | 101.32 | 100.347341443794 | 0.598901142819897 | 101.693757413386 | -0.972658556205516 |
17 | 101.49 | 101.202039165196 | -0.417118615997089 | 102.195079450801 | -0.287960834804039 |
18 | 105.43 | 105.099007592981 | 3.07134958939907 | 102.689642817620 | -0.330992407018726 |
19 | 105.09 | 105.597974597425 | 1.39781921813674 | 103.184206184438 | 0.507974597425076 |
20 | 99.48 | 99.0937544083436 | -3.77678718452309 | 103.643032776179 | -0.386245591656404 |
21 | 108.53 | 109.809534187893 | 3.14860644418605 | 104.101859367921 | 1.27953418789318 |
22 | 104.34 | 104.795275661898 | -0.601542900441971 | 104.486267238544 | 0.455275661897829 |
23 | 106.1 | 106.553014812026 | 0.77631007880653 | 104.870675109168 | 0.453014812025941 |
24 | 107.35 | 108.142161974916 | 1.40249658374846 | 105.155341441335 | 0.79216197491641 |
25 | 103 | 102.092273806748 | -1.53228158025078 | 105.440007773503 | -0.907726193251946 |
26 | 104.5 | 105.804956072695 | -2.48067788538229 | 105.675721812687 | 1.30495607269529 |
27 | 105.17 | 106.015639999861 | -1.58707585173258 | 105.911435851871 | 0.845639999861305 |
28 | 104.84 | 102.932215119881 | 0.598901142819897 | 106.148883737299 | -1.90778488011925 |
29 | 106.18 | 106.390786993270 | -0.417118615997089 | 106.386331622727 | 0.210786993269650 |
30 | 108.86 | 107.983676412098 | 3.07134958939907 | 106.664973998503 | -0.876323587901837 |
31 | 107.77 | 107.198564407585 | 1.39781921813674 | 106.943616374278 | -0.571435592414815 |
32 | 102.74 | 101.979251762594 | -3.77678718452309 | 107.277535421929 | -0.760748237405807 |
33 | 112.63 | 114.499939086234 | 3.14860644418605 | 107.611454469580 | 1.86993908623427 |
34 | 106.26 | 105.104272534902 | -0.601542900441971 | 108.017270365539 | -1.15572746509751 |
35 | 108.86 | 108.520603659694 | 0.77631007880653 | 108.423086261499 | -0.339396340305825 |
36 | 111.38 | 112.514760346310 | 1.40249658374846 | 108.842743069941 | 1.13476034631044 |
37 | 106.85 | 105.969881701868 | -1.53228158025078 | 109.262399878383 | -0.880118298132132 |
38 | 107.86 | 108.552889406246 | -2.48067788538229 | 109.647788479137 | 0.692889406245598 |
39 | 107.94 | 107.433898771842 | -1.58707585173258 | 110.033177079890 | -0.506101228157888 |
40 | 111.38 | 111.777549105477 | 0.598901142819897 | 110.383549751703 | 0.397549105476799 |
41 | 111.29 | 112.263196192481 | -0.417118615997089 | 110.733922423516 | 0.97319619248094 |
42 | 113.72 | 113.329282600190 | 3.07134958939907 | 111.039367810411 | -0.390717399810171 |
43 | 111.88 | 111.017367584557 | 1.39781921813674 | 111.344813197306 | -0.862632415442775 |
44 | 109.87 | 111.908825413066 | -3.77678718452309 | 111.607961771457 | 2.03882541306633 |
45 | 113.72 | 112.420283210206 | 3.14860644418605 | 111.871110345607 | -1.29971678979351 |
46 | 111.71 | 111.930453620389 | -0.601542900441971 | 112.091089280053 | 0.220453620389435 |
47 | 114.81 | 116.532621706696 | 0.77631007880653 | 112.311068214498 | 1.72262170669589 |
48 | 112.05 | 110.265898514554 | 1.40249658374846 | 112.431604901698 | -1.78410148544617 |
49 | 111.54 | 112.060139991353 | -1.53228158025078 | 112.552141588898 | 0.520139991352934 |
50 | 110.87 | 111.771958629940 | -2.48067788538229 | 112.448719255443 | 0.901958629939585 |
51 | 110.87 | 110.981778929745 | -1.58707585173258 | 112.345296921988 | 0.111778929745029 |
52 | 115.48 | 118.492884285825 | 0.598901142819897 | 111.868214571355 | 3.01288428582498 |
53 | 111.63 | 112.285986395274 | -0.417118615997089 | 111.391132220723 | 0.655986395274383 |
54 | 116.24 | 118.504102710343 | 3.07134958939907 | 110.904547700258 | 2.26410271034305 |
55 | 113.56 | 115.304217602070 | 1.39781921813674 | 110.417963179793 | 1.74421760207022 |
56 | 106.01 | 105.895091242703 | -3.77678718452309 | 109.901695941820 | -0.114908757297286 |
57 | 110.45 | 108.365964851966 | 3.14860644418605 | 109.385428703848 | -2.08403514803375 |
58 | 107.77 | 107.317813537045 | -0.601542900441971 | 108.823729363397 | -0.452186462955069 |
59 | 108.61 | 108.181659898247 | 0.77631007880653 | 108.262030022946 | -0.428340101752909 |
60 | 108.19 | 107.309264771779 | 1.40249658374846 | 107.668238644473 | -0.88073522822144 |