Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 611 | 0 | 62 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 8 | 8.02770098783904 | 0.0348009045443075 | 7.93749810761665 | 0.0277009878390393 |
2 | 8.1 | 8.34918123291692 | -0.0371017513872016 | 7.88792051847028 | 0.249181232916920 |
3 | 7.7 | 7.7891776745385 | -0.227520603862407 | 7.83834292932391 | 0.0891776745384965 |
4 | 7.5 | 7.53234823600606 | -0.326718670459528 | 7.79437043445347 | 0.0323482360060563 |
5 | 7.6 | 7.55551897166034 | -0.105916911243376 | 7.75039793958303 | -0.0444810283396588 |
6 | 7.8 | 7.6593005062318 | 0.229257984599439 | 7.71144150916877 | -0.140699493768207 |
7 | 7.8 | 7.58308201591943 | 0.344432905326068 | 7.6724850787545 | -0.216917984080571 |
8 | 7.8 | 7.6981393459931 | 0.265543769202411 | 7.63631688480449 | -0.101860654006905 |
9 | 7.5 | 7.2731964147867 | 0.126654894358821 | 7.60014869085448 | -0.226803585213306 |
10 | 7.5 | 7.49768819033439 | -0.0911246234285577 | 7.59343643309417 | -0.00231180966561340 |
11 | 7.1 | 6.90217997832403 | -0.288904153657882 | 7.58672417533386 | -0.197820021675974 |
12 | 7.5 | 7.30295884027578 | 0.0765965437657685 | 7.62044461595846 | -0.197041159724225 |
13 | 7.5 | 7.31103403887264 | 0.0348009045443075 | 7.65416505658306 | -0.188965961127363 |
14 | 7.6 | 7.53873043516155 | -0.0371017513872016 | 7.69837131622565 | -0.0612695648384447 |
15 | 7.7 | 7.88494302799417 | -0.227520603862407 | 7.74257757586824 | 0.184943027994171 |
16 | 7.7 | 7.95230335896497 | -0.326718670459528 | 7.77441531149455 | 0.252303358964975 |
17 | 7.9 | 8.0996638641225 | -0.105916911243376 | 7.80625304712087 | 0.199663864122505 |
18 | 8.1 | 8.18701481362449 | 0.229257984599439 | 7.78372720177607 | 0.0870148136244913 |
19 | 8.2 | 8.29436573824266 | 0.344432905326068 | 7.76120135643127 | 0.0943657382426641 |
20 | 8.2 | 8.44637690734919 | 0.265543769202411 | 7.6880793234484 | 0.246376907349187 |
21 | 8.2 | 8.65838781517564 | 0.126654894358821 | 7.61495729046554 | 0.458387815175644 |
22 | 7.9 | 8.3612135200285 | -0.0911246234285577 | 7.52991110340005 | 0.461213520028503 |
23 | 7.3 | 7.44403923732331 | -0.288904153657882 | 7.44486491633457 | 0.144039237323308 |
24 | 6.9 | 6.36681498419177 | 0.0765965437657685 | 7.35658847204247 | -0.533185015808234 |
25 | 6.6 | 5.89688706770533 | 0.0348009045443075 | 7.26831202775036 | -0.703112932294666 |
26 | 6.7 | 6.26118186641252 | -0.0371017513872016 | 7.17591988497468 | -0.438818133587477 |
27 | 6.9 | 6.9439928616634 | -0.227520603862407 | 7.083527742199 | 0.0439928616634067 |
28 | 7 | 7.31163753562518 | -0.326718670459528 | 7.01508113483435 | 0.311637535625183 |
29 | 7.1 | 7.35928238377368 | -0.105916911243376 | 6.94663452746969 | 0.259282383773684 |
30 | 7.2 | 7.25883782455108 | 0.229257984599439 | 6.91190419084948 | 0.0588378245510848 |
31 | 7.1 | 6.97839324044467 | 0.344432905326068 | 6.87717385422926 | -0.121606759555330 |
32 | 6.9 | 6.69468993729474 | 0.265543769202411 | 6.83976629350285 | -0.205310062705259 |
33 | 7 | 7.07098637286474 | 0.126654894358821 | 6.80235873277643 | 0.0709863728647449 |
34 | 6.8 | 6.93822441909437 | -0.0911246234285577 | 6.75290020433419 | 0.138224419094368 |
35 | 6.4 | 6.38546247776594 | -0.288904153657882 | 6.70344167589194 | -0.014537522234062 |
36 | 6.7 | 6.66011795734216 | 0.0765965437657685 | 6.66328549889207 | -0.0398820426578359 |
37 | 6.6 | 6.5420697735635 | 0.0348009045443075 | 6.62312932189219 | -0.0579302264364978 |
38 | 6.4 | 6.25947492614454 | -0.0371017513872016 | 6.57762682524266 | -0.140525073855458 |
39 | 6.3 | 6.29539627526928 | -0.227520603862407 | 6.53212432859313 | -0.0046037247307229 |
40 | 6.2 | 6.24016287930973 | -0.326718670459528 | 6.4865557911498 | 0.0401628793097260 |
41 | 6.5 | 6.6649296575369 | -0.105916911243376 | 6.44098725370648 | 0.164929657536899 |
42 | 6.8 | 6.93080749971032 | 0.229257984599439 | 6.43993451569024 | 0.130807499710319 |
43 | 6.8 | 6.81668531699993 | 0.344432905326068 | 6.43888177767401 | 0.0166853169999257 |
44 | 6.4 | 6.07564049437141 | 0.265543769202411 | 6.45881573642618 | -0.324359505628594 |
45 | 6.1 | 5.59459541046282 | 0.126654894358821 | 6.47874969517836 | -0.505404589537182 |
46 | 5.8 | 5.20593157671416 | -0.0911246234285577 | 6.4851930467144 | -0.594068423285837 |
47 | 6.1 | 5.99726775540745 | -0.288904153657882 | 6.49163639825043 | -0.102732244592545 |
48 | 7.2 | 7.79789087017804 | 0.0765965437657685 | 6.5255125860562 | 0.597890870178035 |
49 | 7.3 | 8.00581032159373 | 0.0348009045443075 | 6.55938877386197 | 0.705810321593726 |
50 | 6.9 | 7.18683126072828 | -0.0371017513872016 | 6.65027049065892 | 0.286831260728281 |
51 | 6.1 | 5.68636839640653 | -0.227520603862407 | 6.74115220745587 | -0.413631603593468 |
52 | 5.8 | 5.07078447632474 | -0.326718670459528 | 6.85593419413478 | -0.729215523675256 |
53 | 6.2 | 5.53520073042968 | -0.105916911243376 | 6.9707161808137 | -0.664799269570318 |
54 | 7.1 | 6.88054219082248 | 0.229257984599439 | 7.09019982457809 | -0.219457809177524 |
55 | 7.7 | 7.84588362633146 | 0.344432905326068 | 7.20968346834248 | 0.145883626331456 |
56 | 7.9 | 8.2001774992116 | 0.265543769202411 | 7.33427873158598 | 0.300177499211608 |
57 | 7.7 | 7.81447111081169 | 0.126654894358821 | 7.45887399482949 | 0.114471110811692 |
58 | 7.4 | 7.30046340327366 | -0.0911246234285577 | 7.5906612201549 | -0.0995365967263417 |
59 | 7.5 | 7.56645570817757 | -0.288904153657882 | 7.72244844548031 | 0.0664557081775703 |
60 | 8 | 8.06347913627577 | 0.0765965437657685 | 7.85992431995846 | 0.0634791362757712 |
61 | 8.1 | 8.16779890101908 | 0.0348009045443075 | 7.99740019443661 | 0.067798901019085 |