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 | 0.0314796223103059 | 1.87321254936343 | -1.19588792169410 | -0.61436538304872 | 1.84173292705313 |
2 | -3.00870920563557 | -4.55079684931365 | -0.988963661933574 | -0.477657900023914 | -1.54208764367808 |
3 | -2.07677512619799 | -3.01222666298964 | -0.800373172407236 | -0.340950416999108 | -0.935451536791646 |
4 | -1.2501039196554 | -2.72409111758413 | 0.445741960882114 | -0.22185868260878 | -1.47398719792873 |
5 | 0.817975239137125 | 1.991244563012 | -0.252527136519296 | -0.102766948218452 | 1.17326932387487 |
6 | 0.0252076485413113 | -0.375634086288501 | 0.427857223294647 | -0.00180783992352354 | -0.400841734829812 |
7 | 0.554937772830776 | 1.22002149116338 | -0.209297213873228 | 0.0991512683714053 | 0.665083718332599 |
8 | 0.230027371950115 | 0.353947551489241 | -0.095865316424969 | 0.201972508835958 | 0.123920179539126 |
9 | 2.35672227418686 | 3.14559081676575 | 1.26305998230745 | 0.304793749300511 | 0.788868542578895 |
10 | 1.4135045517112 | 2.28956251643775 | 0.149716530307800 | 0.387730056676852 | 0.876057964726548 |
11 | 2.73311719024401 | 4.70327970816012 | 0.292288308274703 | 0.470666364053192 | 1.97016251791611 |
12 | 1.31551925971717 | 1.18184876440666 | 0.964249587262434 | 0.484940167765245 | -0.133670495310508 |
13 | -2.7007627224408 | -4.7048514946648 | -1.19588792169410 | 0.499213971477297 | -2.004088772224 |
14 | -0.721411049152714 | -0.92733387350979 | -0.988963661933574 | 0.473475437137936 | -0.205922824357076 |
15 | -0.149388576811997 | 0.0538591159846669 | -0.800373172407236 | 0.447736902798575 | 0.203247692796664 |
16 | -0.118199629770334 | -1.03585801822908 | 0.445741960882114 | 0.353716797806298 | -0.917658388458746 |
17 | -0.676562489695275 | -1.36029453568527 | -0.252527136519296 | 0.25969669281402 | -0.683732045989999 |
18 | 1.79699928690761 | 2.99062802053107 | 0.427857223294647 | 0.175513329989506 | 1.19362873362346 |
19 | 1.79845572032988 | 3.71487868736800 | -0.209297213873228 | 0.0913299671649926 | 1.91642296703812 |
20 | 0.245100010770855 | 0.524671650072147 | -0.095865316424969 | 0.0613936878945323 | 0.279571639301292 |
21 | 1.80710848932636 | 2.31969958772119 | 1.26305998230745 | 0.0314574086240719 | 0.512591098394835 |
22 | -1.75934771184948 | -3.63704116011412 | 0.149716530307800 | -0.0313707938926448 | -1.87769344826464 |
23 | -0.0186697168761931 | -0.235428745617727 | 0.292288308274703 | -0.0941989964093614 | -0.216759028741534 |
24 | 0.189651523600062 | -0.381010042930919 | 0.964249587262434 | -0.203936497131391 | -0.570661566530981 |
25 | -1.84149562719087 | -2.17342933483422 | -1.19588792169410 | -0.313673997853420 | -0.331933707643352 |
26 | -1.07019530156943 | -0.761158836295816 | -0.988963661933574 | -0.390268104909470 | 0.309036465273614 |
27 | -0.507291477584104 | 0.252652429204548 | -0.800373172407236 | -0.466862211965520 | 0.759943906788652 |
28 | 0.866365633831705 | 1.76438870777614 | 0.445741960882114 | -0.477399400994847 | 0.898023073944438 |
29 | -1.76077926699189 | -2.78109480744031 | -0.252527136519296 | -0.487936590024174 | -1.02031554044842 |
30 | -0.580719393339347 | -1.12426954196994 | 0.427857223294647 | -0.465026468003397 | -0.543550148630596 |
31 | -0.435702079860853 | -0.219990599865857 | -0.209297213873228 | -0.44211634598262 | 0.215711479994996 |
32 | -0.994868534845203 | -1.50108925075388 | -0.095865316424969 | -0.392782502511560 | -0.506220715908674 |
33 | 1.63136048315789 | 2.34310964304883 | 1.26305998230745 | -0.343448659040499 | 0.711749159890936 |
34 | -1.1949403709466 | -2.26262676230438 | 0.149716530307800 | -0.276970509896624 | -1.06768639135778 |
35 | -1.00525975426991 | -2.09231545606177 | 0.292288308274703 | -0.210492360752749 | -1.08705570179186 |
36 | 1.32302234837564 | 1.84364189260388 | 0.964249587262434 | -0.161846783115037 | 0.520619544228244 |
37 | -0.628357549594746 | 0.0523740279819322 | -1.19588792169410 | -0.113201205477326 | 0.680731577576678 |
38 | 0.632048410440518 | 2.33065109086444 | -0.988963661933574 | -0.0775906080498263 | 1.69860268042392 |
39 | -2.16903155809288 | -3.49570993315620 | -0.800373172407236 | -0.0419800106223271 | -1.32667837506332 |
40 | 2.53779364144266 | 4.66224988384955 | 0.445741960882114 | -0.0324045618463407 | 2.12445624240689 |
41 | -0.632933703679292 | -0.990511157768934 | -0.252527136519296 | -0.0228291130703542 | -0.357577454089642 |
42 | -1.417491963422 | -3.19268886749136 | 0.427857223294647 | -0.0701522826472916 | -1.77519690406936 |
43 | -0.455343045381255 | -0.583913424665053 | -0.209297213873228 | -0.117475452224229 | -0.128570379283798 |
44 | 0.812255211942954 | 1.89430600393893 | -0.095865316424969 | -0.173930263628049 | 1.08205079199597 |
45 | 0.627897309219833 | 0.223119711164081 | 1.26305998230745 | -0.230385075031869 | -0.404777598055752 |
46 | 0.650904313655623 | 1.37564487943307 | 0.149716530307800 | -0.223552782429629 | 0.724740565777451 |
47 | -1.29800419154382 | -2.67157620153495 | 0.292288308274703 | -0.216720489827389 | -1.37357200999113 |
48 | 0.74391671726854 | 0.73692155827649 | 0.964249587262434 | -0.213337711001844 | -0.00699515899204942 |
49 | -1.50461634127457 | -1.60338982867874 | -1.19588792169410 | -0.2099549321763 | -0.098773487404171 |
50 | -1.42734677658523 | -1.59783698839723 | -0.988963661933574 | -0.26789290283966 | -0.170490211811996 |
51 | 0.263353807408564 | 1.65291166072738 | -0.800373172407236 | -0.32583087350302 | 1.38955785331882 |
52 | -0.430830854870631 | -0.97516364190150 | 0.445741960882114 | -0.332240028721877 | -0.544332787030868 |
53 | 0.379576092518008 | 1.35032850549605 | -0.252527136519296 | -0.338649183940734 | 0.970752412978038 |
54 | 1.70309353400146 | 3.30300584493743 | 0.427857223294647 | -0.32467600022916 | 1.59991231093597 |
55 | -3.12314448117342 | -5.72628893195603 | -0.209297213873228 | -0.310702816517586 | -2.60314445078261 |
56 | -1.32526207118689 | -2.24798052385366 | -0.095865316424969 | -0.306678302095155 | -0.922718452666766 |
57 | -0.60032490743804 | -2.16105600951081 | 1.26305998230745 | -0.302653787672723 | -1.56073110207277 |
58 | 1.23607137604666 | 2.62358008383809 | 0.149716530307800 | -0.30115386205257 | 1.38750870779143 |
59 | 0.738007075905376 | 1.48337977996847 | 0.292288308274703 | -0.299653936432416 | 0.74537270406309 |
60 | 0.899100896289585 | 1.12679082957359 | 0.964249587262434 | -0.292838624256857 | 0.227689933284008 |