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 | 1.4 | 1.55942714091676 | -0.0673958749982321 | 1.30796873408147 | 0.159427140916763 |
2 | 1.2 | 1.07214259857022 | -0.079188655262031 | 1.40704605669181 | -0.127857401429783 |
3 | 1 | 0.544858382977984 | -0.050981762280142 | 1.50612337930216 | -0.455141617022016 |
4 | 1.7 | 1.79483845313163 | 0.00252834642735250 | 1.60263320044102 | 0.094838453131626 |
5 | 2.4 | 2.8648189415307 | 0.236038036889418 | 1.69914302157988 | 0.464818941530697 |
6 | 2 | 1.92169187899311 | 0.284510082538619 | 1.79379803846828 | -0.0783081210068943 |
7 | 2.1 | 2.03856479031513 | 0.272982154328208 | 1.88845305535667 | -0.0614352096848729 |
8 | 2 | 1.91460827583592 | 0.103480355467637 | 1.98191136869645 | -0.0853917241640829 |
9 | 1.8 | 1.51065194433913 | 0.0139783736246466 | 2.07536968203623 | -0.289348055660873 |
10 | 2.7 | 3.29694815484466 | -0.0487708542239355 | 2.15182269937928 | 0.596948154844659 |
11 | 2.3 | 2.66324355499968 | -0.291519271722010 | 2.22827571672233 | 0.363243554999683 |
12 | 1.9 | 1.8984351834742 | -0.375661508645846 | 2.27722632517164 | -0.00156481652579910 |
13 | 2 | 1.74121894137727 | -0.0673958749982321 | 2.32617693362096 | -0.258781058622731 |
14 | 2.3 | 2.30858918526339 | -0.079188655262031 | 2.37059946999864 | 0.00858918526339503 |
15 | 2.8 | 3.23595975590383 | -0.050981762280142 | 2.41502200637631 | 0.435959755903832 |
16 | 2.4 | 2.35121972689292 | 0.00252834642735250 | 2.44625192667973 | -0.0487802731070777 |
17 | 2.3 | 1.88648011612744 | 0.236038036889418 | 2.47748184698314 | -0.413519883872559 |
18 | 2.7 | 2.6018710331039 | 0.284510082538619 | 2.51361888435748 | -0.0981289668960978 |
19 | 2.7 | 2.57726192393997 | 0.272982154328208 | 2.54975592173182 | -0.122738076060025 |
20 | 2.9 | 3.11381435468895 | 0.103480355467637 | 2.58270528984341 | 0.213814354688954 |
21 | 3 | 3.37036696842035 | 0.0139783736246466 | 2.615654657955 | 0.370366968420353 |
22 | 2.2 | 1.81804414794094 | -0.0487708542239355 | 2.63072670628299 | -0.381955852059055 |
23 | 2.3 | 2.24572051711103 | -0.291519271722010 | 2.64579875461098 | -0.0542794828889712 |
24 | 2.8 | 3.33978214790561 | -0.375661508645846 | 2.63587936074024 | 0.539782147905606 |
25 | 2.8 | 3.04143590812873 | -0.0673958749982321 | 2.6259599668695 | 0.241435908128734 |
26 | 2.8 | 3.09971230658275 | -0.079188655262031 | 2.57947634867928 | 0.299712306582753 |
27 | 2.2 | 1.91798903179108 | -0.050981762280142 | 2.53299273048906 | -0.282010968208917 |
28 | 2.6 | 2.72777274879406 | 0.00252834642735250 | 2.46969890477859 | 0.127772748794059 |
29 | 2.8 | 2.95755688404246 | 0.236038036889418 | 2.40640507906812 | 0.157556884042462 |
30 | 2.5 | 2.37528573707652 | 0.284510082538619 | 2.34020418038486 | -0.124714262923477 |
31 | 2.4 | 2.25301456397020 | 0.272982154328208 | 2.27400328170160 | -0.146985436029804 |
32 | 2.3 | 2.28700539454611 | 0.103480355467637 | 2.20951424998626 | -0.0129946054538932 |
33 | 1.9 | 1.64099640810444 | 0.0139783736246466 | 2.14502521827092 | -0.259003591895563 |
34 | 1.7 | 1.37472913902518 | -0.0487708542239355 | 2.07404171519875 | -0.325270860974817 |
35 | 2 | 2.28846105959542 | -0.291519271722010 | 2.00305821212659 | 0.288461059595422 |
36 | 2.1 | 2.66006748507802 | -0.375661508645846 | 1.91559402356783 | 0.560067485078018 |
37 | 1.7 | 1.63926603998916 | -0.0673958749982321 | 1.82812983500907 | -0.0607339600108354 |
38 | 1.8 | 1.92752791689678 | -0.079188655262031 | 1.75166073836525 | 0.127527916896779 |
39 | 1.8 | 1.97579012055871 | -0.050981762280142 | 1.67519164172144 | 0.175790120558706 |
40 | 1.8 | 1.93328249197498 | 0.00252834642735250 | 1.66418916159767 | 0.133282491974976 |
41 | 1.3 | 0.710775281636675 | 0.236038036889418 | 1.65318668147391 | -0.589224718363325 |
42 | 1.3 | 0.57973785363204 | 0.284510082538619 | 1.73575206382934 | -0.72026214636796 |
43 | 1.3 | 0.508700399487017 | 0.272982154328208 | 1.81831744618478 | -0.791299600512984 |
44 | 1.2 | 0.297675343348512 | 0.103480355467637 | 1.99884430118385 | -0.902324656651488 |
45 | 1.4 | 0.606650470192426 | 0.0139783736246466 | 2.17937115618293 | -0.793349529807573 |
46 | 2.2 | 1.99737987651396 | -0.0487708542239355 | 2.45139097770997 | -0.202620123486039 |
47 | 2.9 | 3.36810847248499 | -0.291519271722010 | 2.72341079923702 | 0.468108472484989 |
48 | 3.1 | 3.50068909310929 | -0.375661508645846 | 3.07497241553656 | 0.400689093109287 |
49 | 3.5 | 3.64086184316214 | -0.0673958749982321 | 3.42653403183610 | 0.140861843162136 |
50 | 3.6 | 3.51293357089518 | -0.079188655262031 | 3.76625508436685 | -0.0870664291048167 |
51 | 4.4 | 4.74500562538254 | -0.050981762280142 | 4.1059761368976 | 0.345005625382543 |
52 | 4.1 | 3.9728314889817 | 0.00252834642735250 | 4.22464016459094 | -0.127168511018297 |
53 | 5.1 | 5.62065777082629 | 0.236038036889418 | 4.34330419228429 | 0.520657770826293 |
54 | 5.8 | 6.90023587639314 | 0.284510082538619 | 4.41525404106824 | 1.10023587639314 |
55 | 5.9 | 7.0398139558196 | 0.272982154328208 | 4.4872038898522 | 1.13981395581960 |
56 | 5.4 | 6.14702362398503 | 0.103480355467637 | 4.54949602054733 | 0.747023623985033 |
57 | 5.5 | 6.37423347513289 | 0.0139783736246466 | 4.61178815124247 | 0.874233475132887 |
58 | 4.8 | 4.99364770504374 | -0.0487708542239355 | 4.65512314918019 | 0.193647705043742 |
59 | 3.2 | 1.99306112460409 | -0.291519271722010 | 4.69845814711792 | -1.20693887539591 |
60 | 2.7 | 1.05531374047529 | -0.375661508645846 | 4.72034776817055 | -1.64468625952471 |