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 | 14.3 | 14.5055286346968 | -0.769919697682463 | 14.8643910629857 | 0.205528634696785 |
2 | 14.2 | 14.0742534074969 | -0.554651214080902 | 14.8803978065840 | -0.125746592503061 |
3 | 15.9 | 15.2429785070513 | 1.66061694276646 | 14.8964045501822 | -0.657021492948704 |
4 | 15.3 | 15.6591152640235 | 0.0306876059942150 | 14.9101971299823 | 0.359115264023481 |
5 | 15.5 | 16.0152535763458 | 0.0607567138718357 | 14.9239897097824 | 0.515253576345803 |
6 | 15.1 | 14.3700384024409 | 0.893087764214257 | 14.9368738333448 | -0.729961597559077 |
7 | 15 | 15.6048244048515 | -0.554582361758829 | 14.9497579569073 | 0.604824404851549 |
8 | 12.1 | 12.0238279496140 | -2.78797194115725 | 14.9641439915433 | -0.076172050386024 |
9 | 15.8 | 15.5428311676223 | 1.07863880619848 | 14.9785300261793 | -0.257168832377735 |
10 | 16.9 | 17.6990932274996 | 1.11384166522624 | 14.9870651072742 | 0.799093227499586 |
11 | 15.1 | 14.6553545031669 | 0.549045308464032 | 14.9956001883691 | -0.444645496833129 |
12 | 13.7 | 13.1263659992336 | -0.71954950149192 | 14.9931835022583 | -0.573634000766360 |
13 | 14.8 | 15.379152881535 | -0.769919697682463 | 14.9907668161475 | 0.579152881535 |
14 | 14.7 | 14.9618341393319 | -0.554651214080902 | 14.9928170747490 | 0.261834139331885 |
15 | 16 | 15.3445157238830 | 1.66061694276646 | 14.9948673333506 | -0.655484276117027 |
16 | 15.4 | 15.7648184329994 | 0.0306876059942150 | 15.0044939610064 | 0.364818432999428 |
17 | 15 | 14.9251226974660 | 0.0607567138718357 | 15.0141205886621 | -0.074877302533979 |
18 | 15.5 | 15.0648152738607 | 0.893087764214257 | 15.0420969619251 | -0.435184726139331 |
19 | 15.1 | 15.6845090265708 | -0.554582361758829 | 15.070073335188 | 0.584509026570819 |
20 | 11.7 | 11.057059163064 | -2.78797194115725 | 15.1309127780932 | -0.64294083693599 |
21 | 16.3 | 16.3296089728031 | 1.07863880619848 | 15.1917522209985 | 0.0296089728030591 |
22 | 16.7 | 16.9985694382563 | 1.11384166522624 | 15.2875888965175 | 0.298569438256269 |
23 | 15 | 14.0675291194994 | 0.549045308464032 | 15.3834255720365 | -0.932470880500558 |
24 | 14.9 | 15.0158368808434 | -0.71954950149192 | 15.5037126206485 | 0.115836880843409 |
25 | 14.6 | 14.3459200284220 | -0.769919697682463 | 15.6239996692605 | -0.254079971578037 |
26 | 15.3 | 15.3914385685573 | -0.554651214080902 | 15.7632126455236 | 0.09143856855726 |
27 | 17.9 | 18.2369574354468 | 1.66061694276646 | 15.9024256217868 | 0.336957435446752 |
28 | 16.4 | 16.718647174543 | 0.0306876059942150 | 16.0506652194628 | 0.318647174542992 |
29 | 15.4 | 14.5403384689894 | 0.0607567138718357 | 16.1989048171388 | -0.859661531010632 |
30 | 17.9 | 18.5700078900127 | 0.893087764214257 | 16.3369043457731 | 0.670007890012666 |
31 | 15.9 | 15.8796784873515 | -0.554582361758829 | 16.4749038744074 | -0.0203215126485254 |
32 | 13.9 | 13.9948576595404 | -2.78797194115725 | 16.5931142816169 | 0.0948576595403772 |
33 | 17.8 | 17.8100365049751 | 1.07863880619848 | 16.7113246888264 | 0.0100365049751403 |
34 | 17.9 | 17.8669180579048 | 1.11384166522624 | 16.8192402768690 | -0.0330819420951904 |
35 | 17.4 | 17.3237988266244 | 0.549045308464032 | 16.9271558649115 | -0.0762011733755585 |
36 | 16.7 | 17.1024268257636 | -0.71954950149192 | 17.0171226757283 | 0.402426825763591 |
37 | 16 | 15.6628302111373 | -0.769919697682463 | 17.1070894865451 | -0.337169788862663 |
38 | 16.6 | 16.5738896773568 | -0.554651214080902 | 17.1807615367241 | -0.0261103226432411 |
39 | 19.1 | 19.2849494703304 | 1.66061694276646 | 17.2544335869032 | 0.184949470330380 |
40 | 17.8 | 18.2384053052512 | 0.0306876059942150 | 17.3309070887546 | 0.438405305251163 |
41 | 17.2 | 16.9318626955221 | 0.0607567138718357 | 17.4073805906061 | -0.268137304477925 |
42 | 18.6 | 18.8035140235161 | 0.893087764214257 | 17.5033982122696 | 0.203514023516099 |
43 | 16.3 | 15.5551665278256 | -0.554582361758829 | 17.5994158339332 | -0.744833472174367 |
44 | 15.1 | 15.2799706817059 | -2.78797194115725 | 17.7080012594514 | 0.179970681705861 |
45 | 19.2 | 19.5047745088319 | 1.07863880619848 | 17.8165866849696 | 0.304774508831944 |
46 | 17.7 | 16.3636973845136 | 1.11384166522624 | 17.9224609502602 | -1.33630261548641 |
47 | 19.1 | 19.6226194759852 | 0.549045308464032 | 18.0283352155508 | 0.522619475985195 |
48 | 18 | 18.5820931040295 | -0.71954950149192 | 18.1374563974624 | 0.582093104029497 |
49 | 17.5 | 17.5233421183084 | -0.769919697682463 | 18.2465775793741 | 0.0233421183083991 |
50 | 17.8 | 17.8122028066369 | -0.554651214080902 | 18.3424484074441 | 0.0122028066368500 |
51 | 21.1 | 22.1010638217195 | 1.66061694276646 | 18.4383192355140 | 1.00106382171951 |
52 | 17.2 | 15.8789358059494 | 0.0306876059942150 | 18.4903765880564 | -1.32106419405059 |
53 | 19.4 | 20.1968093455295 | 0.0607567138718357 | 18.5424339405987 | 0.796809345529454 |
54 | 19.8 | 20.1252235540461 | 0.893087764214257 | 18.5816886817397 | 0.325223554046065 |
55 | 17.6 | 17.1336389388782 | -0.554582361758829 | 18.6209434228806 | -0.466361061121816 |
56 | 16.2 | 16.5329445808413 | -2.78797194115725 | 18.6550273603159 | 0.332944580841321 |
57 | 19.5 | 19.2322498960503 | 1.07863880619848 | 18.6891112977512 | -0.267750103949677 |
58 | 19.9 | 19.9664074808011 | 1.11384166522624 | 18.7197508539726 | 0.066407480801125 |
59 | 20 | 20.7005642813419 | 0.549045308464032 | 18.7503904101941 | 0.700564281341894 |
60 | 17.3 | 16.5407693465616 | -0.71954950149192 | 18.7787801549303 | -0.759230653438419 |