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 | 103.63 | 103.632160225284 | 0.0177643461137006 | 103.610075428603 | 0.00216022528373117 |
2 | 103.64 | 103.622559745778 | -0.0125354309497719 | 103.669975685172 | -0.0174402542218246 |
3 | 103.66 | 103.602959142106 | -0.0128350838466383 | 103.729875941741 | -0.0570408578939805 |
4 | 103.77 | 103.758352511154 | -0.00793685581647832 | 103.789584344663 | -0.0116474888460516 |
5 | 103.88 | 103.945745884123 | -0.0350386317073986 | 103.849292747584 | 0.0657458841229612 |
6 | 103.91 | 103.970260843801 | -0.0597790060289853 | 103.909518162228 | 0.06026084380089 |
7 | 103.91 | 103.940775813935 | -0.0905193908067089 | 103.969743576872 | 0.0307758139349374 |
8 | 103.92 | 103.920000547305 | -0.111193203075876 | 104.031192655771 | 5.47305234022133e-07 |
9 | 104.05 | 104.033225199640 | -0.0258669343099870 | 104.092641734670 | -0.0167748003595278 |
10 | 104.23 | 104.213259141643 | 0.0889501808931466 | 104.157790677464 | -0.0167408583574797 |
11 | 104.3 | 104.245293156838 | 0.131767222903334 | 104.222939620259 | -0.0547068431624922 |
12 | 104.31 | 104.208212585652 | 0.117222685884742 | 104.294564728463 | -0.101787414347996 |
13 | 104.31 | 104.236045817219 | 0.0177643461137006 | 104.366189836667 | -0.0739541827810513 |
14 | 104.34 | 104.249831917181 | -0.0125354309497719 | 104.442703513769 | -0.0901680828187637 |
15 | 104.55 | 104.593617892977 | -0.0128350838466383 | 104.519217190870 | 0.0436178929769255 |
16 | 104.65 | 104.703938035553 | -0.00793685581647832 | 104.603998820263 | 0.053938035553287 |
17 | 104.73 | 104.806258182051 | -0.0350386317073986 | 104.688780449657 | 0.0762581820506938 |
18 | 104.75 | 104.780858357207 | -0.0597790060289853 | 104.778920648822 | 0.0308583572071939 |
19 | 104.75 | 104.721458542820 | -0.0905193908067089 | 104.869060847987 | -0.0285414571801823 |
20 | 104.76 | 104.674520732285 | -0.111193203075876 | 104.956672470791 | -0.0854792677150158 |
21 | 104.94 | 104.861582840715 | -0.0258669343099870 | 105.044284093595 | -0.0784171592848963 |
22 | 105.29 | 105.361912133660 | 0.0889501808931466 | 105.129137685447 | 0.0719121336596373 |
23 | 105.38 | 105.414241499797 | 0.131767222903334 | 105.213991277300 | 0.0342414997971048 |
24 | 105.43 | 105.444073366373 | 0.117222685884742 | 105.298703947742 | 0.0140733663733528 |
25 | 105.43 | 105.458819035702 | 0.0177643461137006 | 105.383416618184 | 0.0288190357020426 |
26 | 105.42 | 105.387375420168 | -0.0125354309497719 | 105.465160010782 | -0.0326245798322589 |
27 | 105.52 | 105.505931680467 | -0.0128350838466383 | 105.546903403380 | -0.0140683195331377 |
28 | 105.69 | 105.763234957268 | -0.00793685581647832 | 105.624701898548 | 0.0732349572679851 |
29 | 105.72 | 105.772538237990 | -0.0350386317073986 | 105.702500393717 | 0.0525382379901771 |
30 | 105.74 | 105.759915786828 | -0.0597790060289853 | 105.779863219201 | 0.0199157868279656 |
31 | 105.74 | 105.713293346122 | -0.0905193908067089 | 105.857226044685 | -0.0267066538781222 |
32 | 105.74 | 105.659661136730 | -0.111193203075876 | 105.931532066346 | -0.080338863270427 |
33 | 105.95 | 105.920028846302 | -0.0258669343099870 | 106.005838088008 | -0.0299711536977725 |
34 | 106.17 | 106.184286466077 | 0.0889501808931466 | 106.066763353030 | 0.0142864660770101 |
35 | 106.34 | 106.420544159045 | 0.131767222903334 | 106.127688618052 | 0.0805441590447487 |
36 | 106.37 | 106.448862404344 | 0.117222685884742 | 106.173914909771 | 0.0788624043440649 |
37 | 106.37 | 106.502094452396 | 0.0177643461137006 | 106.220141201490 | 0.132094452395833 |
38 | 106.36 | 106.478607968218 | -0.0125354309497719 | 106.253927462731 | 0.118607968218456 |
39 | 106.44 | 106.605121359874 | -0.0128350838466383 | 106.287713723972 | 0.165121359874490 |
40 | 106.29 | 106.281700611579 | -0.00793685581647832 | 106.306236244238 | -0.00829938842142042 |
41 | 106.23 | 106.170279867204 | -0.0350386317073986 | 106.324758764504 | -0.0597201327962722 |
42 | 106.23 | 106.186207545071 | -0.0597790060289853 | 106.333571460958 | -0.0437924549294166 |
43 | 106.23 | 106.208135233394 | -0.0905193908067089 | 106.342384157413 | -0.0218647666064271 |
44 | 106.23 | 106.220250756307 | -0.111193203075876 | 106.350942446769 | -0.00974924369339192 |
45 | 106.34 | 106.346366198185 | -0.0258669343099870 | 106.359500736125 | 0.00636619818459394 |
46 | 106.44 | 106.424223178953 | 0.0889501808931466 | 106.366826640154 | -0.0157768210472824 |
47 | 106.44 | 106.374080232914 | 0.131767222903334 | 106.374152544183 | -0.0659197670862142 |
48 | 106.48 | 106.466641891341 | 0.117222685884742 | 106.376135422774 | -0.0133581086591477 |
49 | 106.5 | 106.604117352520 | 0.0177643461137006 | 106.378118301366 | 0.104117352520376 |
50 | 106.57 | 106.781119110153 | -0.0125354309497719 | 106.371416320797 | 0.211119110153035 |
51 | 106.4 | 106.448120743619 | -0.0128350838466383 | 106.364714340228 | 0.0481207436191085 |
52 | 106.37 | 106.415080847972 | -0.00793685581647832 | 106.332856007845 | 0.0450808479717608 |
53 | 106.25 | 106.234040956245 | -0.0350386317073986 | 106.300997675462 | -0.0159590437545347 |
54 | 106.21 | 106.214203450072 | -0.0597790060289853 | 106.265575555957 | 0.00420345007157152 |
55 | 106.21 | 106.280365954354 | -0.0905193908067089 | 106.230153436453 | 0.0703659543538038 |
56 | 106.24 | 106.398149351440 | -0.111193203075876 | 106.193043851636 | 0.158149351439846 |
57 | 106.19 | 106.249932667491 | -0.0258669343099870 | 106.155934266819 | 0.0599326674908411 |
58 | 106.08 | 105.954443533058 | 0.0889501808931466 | 106.116606286049 | -0.125556466942172 |
59 | 106.13 | 106.050954471818 | 0.131767222903334 | 106.077278305279 | -0.0790455281822346 |
60 | 106.09 | 106.026779125081 | 0.117222685884742 | 106.035998189035 | -0.0632208749192813 |