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 | 12.6 | 11.2415363654928 | 0.401852082078905 | 13.5566115524283 | -1.35846363450716 |
2 | 15.7 | 17.8929639591765 | 0.0151888826402476 | 13.4918471581833 | 2.19296395917649 |
3 | 13.2 | 14.0843905072467 | -1.11147327118500 | 13.4270827639383 | 0.884390507246726 |
4 | 20.3 | 28.2379608497765 | -1.06414577840815 | 13.4261849286316 | 7.93796084977653 |
5 | 12.8 | 13.6315274673084 | -1.45681456063336 | 13.4252870933250 | 0.831527467308387 |
6 | 8 | 4.138463782767 | -1.59318245966145 | 13.4547186768945 | -3.861536217233 |
7 | 0.9 | -9.83460143098397 | -1.84954882947996 | 13.4841502604639 | -10.7346014309840 |
8 | 3.6 | -4.96471194576904 | -1.26297234214039 | 13.4276842879094 | -8.56471194576904 |
9 | 14.1 | 14.7451782583041 | 0.083603426340928 | 13.3712183153549 | 0.645178258304128 |
10 | 21.7 | 27.9502637209878 | 1.91243489674281 | 13.5373013822694 | 6.25026372098778 |
11 | 24.5 | 32.6153485955136 | 2.68126695530253 | 13.7033844491839 | 8.11534859551358 |
12 | 18.9 | 19.5394308194771 | 3.24379148490463 | 15.0167776956182 | 0.639430819477145 |
13 | 13.9 | 11.0679769758685 | 0.401852082078905 | 16.3301709420526 | -2.83202302413147 |
14 | 11 | 4.19227626609496 | 0.0151888826402476 | 17.7925348512648 | -6.80772373390504 |
15 | 5.8 | -6.54342548929202 | -1.11147327118500 | 19.2548987604770 | -12.3434254892920 |
16 | 15.5 | 12.3349236161878 | -1.06414577840815 | 19.7292221622204 | -3.16507638381225 |
17 | 22.4 | 26.0532689966696 | -1.45681456063336 | 20.2035455639638 | 3.65326899666957 |
18 | 31.7 | 44.816974690969 | -1.59318245966145 | 20.1762077686924 | 13.1169746909690 |
19 | 30.3 | 42.3006788560589 | -1.84954882947996 | 20.1488699734211 | 12.0006788560589 |
20 | 31.4 | 44.0008302123807 | -1.26297234214039 | 20.0621421297597 | 12.6008302123807 |
21 | 20.2 | 20.3409822875607 | 0.083603426340928 | 19.9754142860984 | 0.140982287560696 |
22 | 19.7 | 18.207316290798 | 1.91243489674281 | 19.2802488124592 | -1.49268370920200 |
23 | 10.8 | 0.333649705877455 | 2.68126695530253 | 18.58508333882 | -10.4663502941225 |
24 | 13.2 | 5.9516508985873 | 3.24379148490463 | 17.2045576165081 | -7.2483491014127 |
25 | 15.1 | 13.9741160237250 | 0.401852082078905 | 15.8240318941961 | -1.12588397627504 |
26 | 15.6 | 16.329321084309 | 0.0151888826402476 | 14.8554900330508 | 0.729321084308992 |
27 | 15.5 | 18.2245250992796 | -1.11147327118500 | 13.8869481719054 | 2.72452509927961 |
28 | 12.7 | 12.3758452953743 | -1.06414577840815 | 14.0883004830339 | -0.324154704625734 |
29 | 10.9 | 8.96716176647097 | -1.45681456063336 | 14.2896527941624 | -1.93283823352903 |
30 | 10 | 6.24682117529538 | -1.59318245966145 | 15.3463612843661 | -3.75317882470462 |
31 | 9.1 | 3.64647905491021 | -1.84954882947996 | 16.4030697745697 | -5.45352094508979 |
32 | 10.3 | 3.92398103521132 | -1.26297234214039 | 17.9389913069291 | -6.37601896478868 |
33 | 16.9 | 14.2414837343707 | 0.083603426340928 | 19.4749128392884 | -2.65851626562933 |
34 | 22 | 20.8582213925898 | 1.91243489674281 | 21.2293437106674 | -1.14177860741024 |
35 | 27.6 | 29.534958462651 | 2.68126695530253 | 22.9837745820465 | 1.93495846265101 |
36 | 28.9 | 29.9780192071162 | 3.24379148490463 | 24.5781893079791 | 1.07801920711624 |
37 | 31 | 35.4255438840093 | 0.401852082078905 | 26.1726040339118 | 4.42554388400929 |
38 | 32.9 | 38.572894932946 | 0.0151888826402476 | 27.2119161844138 | 5.67289493294599 |
39 | 38.1 | 49.0602449362693 | -1.11147327118500 | 28.2512283349157 | 10.9602449362693 |
40 | 28.8 | 30.4392238024025 | -1.06414577840815 | 28.2249219760056 | 1.63922380240252 |
41 | 29 | 31.2581989435378 | -1.45681456063336 | 28.1986156170955 | 2.25819894353782 |
42 | 21.8 | 18.1918441393956 | -1.59318245966145 | 27.0013383202659 | -3.60815586060442 |
43 | 28.8 | 33.6454878060437 | -1.84954882947996 | 25.8040610234362 | 4.84548780604374 |
44 | 25.6 | 28.7152896275461 | -1.26297234214039 | 23.7476827145943 | 3.11528962754606 |
45 | 28.2 | 34.6250921679066 | 0.083603426340928 | 21.6913044057524 | 6.42509216790662 |
46 | 20.2 | 19.1976949317568 | 1.91243489674281 | 19.2898701715004 | -1.00230506824323 |
47 | 17.9 | 16.2302971074491 | 2.68126695530253 | 16.8884359372484 | -1.66970289255094 |
48 | 16.3 | 14.7509939860352 | 3.24379148490463 | 14.6052145290602 | -1.54900601396478 |
49 | 13.2 | 13.6761547970492 | 0.401852082078905 | 12.3219931208719 | 0.476154797049196 |
50 | 8.1 | 5.87631456424334 | 0.0151888826402476 | 10.3084965531164 | -2.22368543575666 |
51 | 4.5 | 1.81647328582408 | -1.11147327118500 | 8.29499998536092 | -2.68352671417592 |
52 | -0.1 | -6.53298960627676 | -1.06414577840815 | 7.39713538468491 | -6.43298960627676 |
53 | 0 | -5.04245622337555 | -1.45681456063336 | 6.4992707840089 | -5.04245622337555 |
54 | 2.3 | 0.381727004391410 | -1.59318245966145 | 5.81145545527004 | -1.91827299560859 |
55 | 2.8 | 2.32590870294878 | -1.84954882947996 | 5.12364012653118 | -0.474091297051217 |
56 | 2.9 | 2.52529647743295 | -1.26297234214039 | 4.53767586470745 | -0.374703522567055 |
57 | 0.1 | -3.83531502922465 | 0.083603426340928 | 3.95171160288372 | -3.93531502922465 |
58 | 3.5 | 1.61087268258275 | 1.91243489674281 | 3.47669242067444 | -1.88912731741725 |
59 | 8.6 | 11.5170598062323 | 2.68126695530253 | 3.00167323846516 | 2.91705980623231 |
60 | 13.8 | 21.7329682878351 | 3.24379148490463 | 2.62324022726031 | 7.93296828783506 |