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 | 11.1 | 11.4912445929011 | 0.724583428074431 | 9.98417197902451 | 0.391244592901057 |
2 | 10.9 | 11.3769942866534 | 0.498763968064267 | 9.92424174528233 | 0.476994286653403 |
3 | 10 | 10.0427438627743 | 0.0929446256855824 | 9.86431151154015 | 0.0427438627742696 |
4 | 9.2 | 8.84154750338496 | -0.252669942000527 | 9.81112243861556 | -0.358452496615037 |
5 | 9.2 | 8.7603513792587 | -0.118284744949682 | 9.75793336569098 | -0.439648620741297 |
6 | 9.5 | 9.20397898475474 | 0.088838570339697 | 9.70718244490556 | -0.296021015245259 |
7 | 9.6 | 9.44760649875959 | 0.0959619771202658 | 9.65643152412015 | -0.152393501240415 |
8 | 9.5 | 9.46811270729899 | -0.0756727163547582 | 9.60756000905577 | -0.0318872927010148 |
9 | 9.1 | 8.94861870671568 | -0.307307200707074 | 9.5586884939914 | -0.151381293284324 |
10 | 8.9 | 8.81753033943586 | -0.56062594984511 | 9.54309561040925 | -0.0824696605641417 |
11 | 9 | 8.9864421420683 | -0.513944868895403 | 9.5275027268271 | -0.0135578579317031 |
12 | 10.1 | 10.3506652693741 | 0.327412855148319 | 9.52192187547763 | 0.250665269374053 |
13 | 10.3 | 10.3590755477974 | 0.724583428074431 | 9.51634102412815 | 0.0590755477974216 |
14 | 10.2 | 10.3996844196747 | 0.498763968064267 | 9.50155161226102 | 0.199684419674716 |
15 | 9.6 | 9.62029317392053 | 0.0929446256855824 | 9.48676220039389 | 0.0202931739205319 |
16 | 9.2 | 9.1798535332355 | -0.252669942000527 | 9.47281640876502 | -0.0201464667644942 |
17 | 9.3 | 9.25941412781353 | -0.118284744949682 | 9.45887061713615 | -0.0405858721864707 |
18 | 9.4 | 9.2698739707096 | 0.088838570339697 | 9.4412874589507 | -0.1301260292904 |
19 | 9.4 | 9.28033372211448 | 0.0959619771202658 | 9.42370430076526 | -0.119666277885521 |
20 | 9.2 | 9.07200354455857 | -0.0756727163547582 | 9.40366917179618 | -0.127996455441425 |
21 | 9 | 8.92367315787997 | -0.307307200707074 | 9.3836340428271 | -0.0763268421200323 |
22 | 9 | 9.19598933027585 | -0.56062594984511 | 9.36463661956926 | 0.19598933027585 |
23 | 9 | 9.16830567258399 | -0.513944868895403 | 9.34563919631142 | 0.168305672583987 |
24 | 9.8 | 9.94805819533463 | 0.327412855148319 | 9.32452894951705 | 0.148058195334629 |
25 | 10 | 9.97199786920288 | 0.724583428074431 | 9.30341870272269 | -0.0280021307971214 |
26 | 9.8 | 9.8167862663082 | 0.498763968064267 | 9.28444976562754 | 0.0167862663081966 |
27 | 9.3 | 9.24157454578203 | 0.0929446256855824 | 9.26548082853238 | -0.0584254542179661 |
28 | 9 | 9.01890920521249 | -0.252669942000527 | 9.23376073678804 | 0.0189092052124877 |
29 | 9 | 8.91624409990599 | -0.118284744949682 | 9.2020406450437 | -0.0837559000940118 |
30 | 9.1 | 8.99488210138615 | 0.088838570339697 | 9.11627932827416 | -0.105117898613853 |
31 | 9.1 | 9.07352001137511 | 0.0959619771202658 | 9.03051801150462 | -0.0264799886248888 |
32 | 9.1 | 9.37641259527792 | -0.0756727163547582 | 8.89926012107684 | 0.276412595277916 |
33 | 9.2 | 9.93930497005801 | -0.307307200707074 | 8.76800223064906 | 0.739304970058013 |
34 | 8.8 | 9.52136262258848 | -0.56062594984511 | 8.63926332725664 | 0.721362622588476 |
35 | 8.3 | 8.6034204450312 | -0.513944868895403 | 8.51052442386421 | 0.303420445031195 |
36 | 8.4 | 8.0920105885215 | 0.327412855148319 | 8.38057655633018 | -0.307989411478502 |
37 | 8.1 | 7.22478788312941 | 0.724583428074431 | 8.25062868879616 | -0.87521211687059 |
38 | 7.7 | 6.80584672265855 | 0.498763968064267 | 8.09538930927718 | -0.894153277341448 |
39 | 7.9 | 7.76690544455621 | 0.0929446256855824 | 7.9401499297582 | -0.133094555443786 |
40 | 7.9 | 8.2447042142546 | -0.252669942000527 | 7.80796572774592 | 0.344704214254609 |
41 | 8 | 8.44250321921605 | -0.118284744949682 | 7.67578152573363 | 0.442503219216049 |
42 | 7.9 | 8.0798658269718 | 0.088838570339697 | 7.6312956026885 | 0.179865826971799 |
43 | 7.6 | 7.51722834323636 | 0.0959619771202658 | 7.58680967964338 | -0.0827716567636418 |
44 | 7.1 | 6.68591094964692 | -0.0756727163547582 | 7.58976176670784 | -0.414089050353083 |
45 | 6.8 | 6.31459334693477 | -0.307307200707074 | 7.59271385377231 | -0.485406653065234 |
46 | 6.5 | 5.96354072518522 | -0.56062594984511 | 7.59708522465989 | -0.536459274814781 |
47 | 6.9 | 6.71248827334793 | -0.513944868895403 | 7.60145659554747 | -0.187511726652071 |
48 | 8.2 | 8.43037291019948 | 0.327412855148319 | 7.6422142346522 | 0.230372910199481 |
49 | 8.7 | 8.99244469816864 | 0.724583428074431 | 7.68297187375692 | 0.292444698168644 |
50 | 8.3 | 8.34334464693413 | 0.498763968064267 | 7.7578913850016 | 0.0433446469341323 |
51 | 7.9 | 7.87424447806814 | 0.0929446256855824 | 7.83281089624628 | -0.0257555219318615 |
52 | 7.5 | 7.39000338229118 | -0.252669942000527 | 7.86266655970934 | -0.109996617708816 |
53 | 7.8 | 7.82576252177727 | -0.118284744949682 | 7.8925222231724 | 0.0257625217772732 |
54 | 8.3 | 8.59709282864308 | 0.088838570339697 | 7.91406860101722 | 0.297092828643083 |
55 | 8.4 | 8.7684230440177 | 0.0959619771202658 | 7.93561497886203 | 0.3684230440177 |
56 | 8.2 | 8.520766857479 | -0.0756727163547582 | 7.95490585887576 | 0.320766857478998 |
57 | 7.7 | 7.73311046181759 | -0.307307200707074 | 7.97419673888948 | 0.0331104618175910 |
58 | 7.2 | 6.97215588303982 | -0.56062594984511 | 7.9884700668053 | -0.227844116960184 |
59 | 7.3 | 7.1112014741743 | -0.513944868895403 | 8.0027433947211 | -0.188798525825701 |
60 | 8.1 | 7.8605721287678 | 0.327412855148319 | 8.01201501608388 | -0.239427871232195 |