Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 731 | 0 | 74 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 8.4 | 8.21824182560907 | 0.203999433653392 | 8.37775874073754 | -0.181758174390929 |
2 | 8.4 | 8.45631184937522 | -0.0265008185498972 | 8.37018896917468 | 0.0563118493752199 |
3 | 8.4 | 8.62568943959978 | -0.188308637211597 | 8.36261919761182 | 0.225689439599780 |
4 | 8.6 | 8.87511299426585 | -0.0368314319854665 | 8.36171843771962 | 0.275112994265847 |
5 | 8.9 | 9.19120332686493 | 0.247978995307642 | 8.36081767782743 | 0.291203326864933 |
6 | 8.8 | 8.96404324431652 | 0.268549128065039 | 8.36740762761844 | 0.164043244316522 |
7 | 8.3 | 8.1368830403866 | 0.089119382203946 | 8.37399757740946 | -0.163116959613401 |
8 | 7.5 | 6.8234800387219 | -0.203390058843816 | 8.37991002012191 | -0.676519961278096 |
9 | 7.2 | 6.47674389085377 | -0.462566353688139 | 8.38582246283437 | -0.723256109146228 |
10 | 7.4 | 6.92438481993173 | -0.506455823511046 | 8.38207100357931 | -0.475615180068266 |
11 | 8.8 | 8.97202585521855 | 0.249654600457193 | 8.37831954432426 | 0.172025855218552 |
12 | 9.3 | 9.84355417940868 | 0.364751801760567 | 8.39169401883075 | 0.543554179408682 |
13 | 9.3 | 9.99093207300936 | 0.203999433653392 | 8.40506849333724 | 0.690932073009364 |
14 | 8.7 | 8.98882426222657 | -0.0265008185498972 | 8.43767655632332 | 0.288824262226575 |
15 | 8.2 | 8.1180240179022 | -0.188308637211597 | 8.4702846193094 | -0.0819759820978021 |
16 | 8.3 | 8.15801382399703 | -0.0368314319854665 | 8.47881760798844 | -0.141986176002971 |
17 | 8.5 | 8.26467040802488 | 0.247978995307642 | 8.48735059666748 | -0.235329591975121 |
18 | 8.6 | 8.46881576469307 | 0.268549128065039 | 8.4626351072419 | -0.131184235306932 |
19 | 8.5 | 8.47296099997975 | 0.089119382203946 | 8.4379196178163 | -0.0270390000202543 |
20 | 8.2 | 8.17663117457046 | -0.203390058843816 | 8.42675888427336 | -0.023368825429543 |
21 | 8.1 | 8.24696820295773 | -0.462566353688139 | 8.4155981507304 | 0.146968202957732 |
22 | 7.9 | 7.87883272649662 | -0.506455823511046 | 8.42762309701443 | -0.0211672735033819 |
23 | 8.6 | 8.51069735624436 | 0.249654600457193 | 8.43964804329845 | -0.0893026437556426 |
24 | 8.7 | 8.58252684297707 | 0.364751801760567 | 8.45272135526236 | -0.117473157022927 |
25 | 8.7 | 8.73020589912034 | 0.203999433653392 | 8.46579466722627 | 0.0302058991203413 |
26 | 8.5 | 8.54682133700419 | -0.0265008185498972 | 8.4796794815457 | 0.0468213370041912 |
27 | 8.4 | 8.49474434134645 | -0.188308637211597 | 8.49356429586514 | 0.0947443413464537 |
28 | 8.5 | 8.54280840639079 | -0.0368314319854665 | 8.49402302559468 | 0.0428084063907921 |
29 | 8.7 | 8.65753924936815 | 0.247978995307642 | 8.4944817553242 | -0.0424607506318484 |
30 | 8.7 | 8.6678200488189 | 0.268549128065039 | 8.46363082311606 | -0.0321799511811030 |
31 | 8.6 | 8.67810072688813 | 0.089119382203946 | 8.43277989090792 | 0.0781007268881311 |
32 | 8.5 | 8.82097793432891 | -0.203390058843816 | 8.3824121245149 | 0.320977934328912 |
33 | 8.3 | 8.73052199556626 | -0.462566353688139 | 8.33204435812188 | 0.430521995566258 |
34 | 8 | 8.23166138088492 | -0.506455823511046 | 8.27479444262613 | 0.231661380884921 |
35 | 8.2 | 7.93280087241244 | 0.249654600457193 | 8.21754452713037 | -0.267199127587563 |
36 | 8.1 | 7.68074954334786 | 0.364751801760567 | 8.15449865489157 | -0.419250456652139 |
37 | 8.1 | 7.90454778369383 | 0.203999433653392 | 8.09145278265277 | -0.195452216306165 |
38 | 8 | 7.98872107569708 | -0.0265008185498972 | 8.03777974285282 | -0.0112789243029248 |
39 | 7.9 | 8.00420193415873 | -0.188308637211597 | 7.98410670305287 | 0.104201934158727 |
40 | 7.9 | 7.89839009178393 | -0.0368314319854665 | 7.93844134020154 | -0.00160990821607143 |
41 | 8 | 7.85924502734215 | 0.247978995307642 | 7.8927759773502 | -0.140754972657848 |
42 | 8 | 7.90076492499584 | 0.268549128065039 | 7.83068594693912 | -0.0992350750041577 |
43 | 7.9 | 7.94228470126802 | 0.089119382203946 | 7.76859591652803 | 0.0422847012680228 |
44 | 8 | 8.51626069801739 | -0.203390058843816 | 7.68712936082642 | 0.516260698017391 |
45 | 7.7 | 8.25690354856332 | -0.462566353688139 | 7.60566280512482 | 0.556903548563321 |
46 | 7.2 | 7.38088922324254 | -0.506455823511046 | 7.5255666002685 | 0.180889223242540 |
47 | 7.5 | 7.30487500413061 | 0.249654600457193 | 7.4454703954122 | -0.195124995869389 |
48 | 7.3 | 6.87929194823939 | 0.364751801760567 | 7.35595625000005 | -0.420708051760615 |
49 | 7 | 6.52955846175871 | 0.203999433653392 | 7.2664421045879 | -0.470441538241293 |
50 | 7 | 6.85931116838803 | -0.0265008185498972 | 7.16718965016187 | -0.140688831611972 |
51 | 7 | 7.12037144147576 | -0.188308637211597 | 7.06793719573584 | 0.120371441475759 |
52 | 7.2 | 7.42019738490436 | -0.0368314319854665 | 7.01663404708111 | 0.220197384904356 |
53 | 7.3 | 7.38669010626598 | 0.247978995307642 | 6.96533089842638 | 0.0866901062659764 |
54 | 7.1 | 6.95794233289403 | 0.268549128065039 | 6.97350853904093 | -0.142057667105969 |
55 | 6.8 | 6.52919443814058 | 0.089119382203946 | 6.98168617965548 | -0.270805561859424 |
56 | 6.4 | 6.01218898278418 | -0.203390058843816 | 6.99120107605964 | -0.387811017215824 |
57 | 6.1 | 5.66185038122434 | -0.462566353688139 | 7.0007159724638 | -0.438149618775664 |
58 | 6.5 | 6.49315254802738 | -0.506455823511046 | 7.01330327548367 | -0.00684745197262338 |
59 | 7.7 | 8.12445482103927 | 0.249654600457193 | 7.02589057850354 | 0.424454821039268 |
60 | 7.9 | 8.35101750030259 | 0.364751801760567 | 7.08423069793684 | 0.451017500302593 |
61 | 7.5 | 7.65342974897646 | 0.203999433653392 | 7.14257081737014 | 0.153429748976465 |
62 | 6.9 | 6.59863518183475 | -0.0265008185498972 | 7.22786563671515 | -0.301364818165252 |
63 | 6.6 | 6.07514818115144 | -0.188308637211597 | 7.31316045606016 | -0.52485181884856 |
64 | 6.9 | 6.44807727400544 | -0.0368314319854665 | 7.38875415798003 | -0.451922725994565 |
65 | 7.7 | 7.68767314479245 | 0.247978995307642 | 7.4643478598999 | -0.0123268552075455 |
66 | 8 | 8.19441757991445 | 0.268549128065039 | 7.53703329202051 | 0.194417579914455 |
67 | 8 | 8.30116189365495 | 0.089119382203946 | 7.60971872414111 | 0.301161893654945 |
68 | 7.7 | 7.91623916239845 | -0.203390058843816 | 7.68715089644537 | 0.216239162398446 |
69 | 7.3 | 7.29798328493851 | -0.462566353688139 | 7.76458306874963 | -0.00201671506149204 |
70 | 7.4 | 7.46205579550579 | -0.506455823511046 | 7.84440002800525 | 0.0620557955057937 |
71 | 8.1 | 8.02612841228193 | 0.249654600457193 | 7.92421698726088 | -0.0738715877180693 |
72 | 8.3 | 8.2315020885679 | 0.364751801760567 | 8.00374610967154 | -0.0684979114321083 |
73 | 8.2 | 8.1127253342644 | 0.203999433653392 | 8.0832752320822 | -0.0872746657356007 |