Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 501 | 0 | 51 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 2 | 1.36674748351102 | 1.64124136421607 | 0.99201115227291 | -0.633252516488977 |
2 | 1 | 1.36346410984398 | -0.12056117725676 | 0.757097067412776 | 0.363464109843984 |
3 | -8 | -12.4364161822299 | -4.0857668003227 | 0.522182982552643 | -4.43641618222995 |
4 | -1 | -0.836560464970872 | -1.40684261123504 | 0.243403076205913 | 0.163439535029128 |
5 | 1 | 3.01329503885974 | -0.97791820871892 | -0.0353768301408171 | 2.01329503885974 |
6 | -1 | -0.727579084000505 | -0.933637779386907 | -0.338783136612588 | 0.272420915999495 |
7 | 2 | 4.0315489274239 | 0.610640515660454 | -0.642189443084358 | 2.03154892742390 |
8 | 2 | 5.30702942532356 | -0.379584414195613 | -0.92744501112795 | 3.30702942532356 |
9 | 1 | 3.08251205750788 | 0.130188521663667 | -1.21270057917154 | 2.08251205750788 |
10 | -1 | -0.414441958613837 | -0.0565553697744122 | -1.52900267161175 | 0.585558041386163 |
11 | -2 | -4.66139746873481 | 2.50670223278676 | -1.84530476405196 | -2.66139746873481 |
12 | -2 | -4.74971303380613 | 3.07209461951147 | -2.32238158570534 | -2.74971303380613 |
13 | -1 | -0.841782956857343 | 1.64124136421607 | -2.79945840735872 | 0.158217043142657 |
14 | -8 | -12.3998813332516 | -0.12056117725676 | -3.47955748949161 | -4.39988133325163 |
15 | -4 | 0.245423371947194 | -4.0857668003227 | -4.1596565716245 | 4.24542337194719 |
16 | -6 | -5.63062249696946 | -1.40684261123504 | -4.9625348917955 | 0.369377503030536 |
17 | -3 | 0.743331420685414 | -0.97791820871892 | -5.76541321196649 | 3.74333142068541 |
18 | -3 | 1.66949488243869 | -0.933637779386907 | -6.73585710305178 | 4.66949488243869 |
19 | -7 | -6.90433952152339 | 0.610640515660454 | -7.70630099413707 | 0.0956604784766117 |
20 | -9 | -8.5695525537344 | -0.379584414195613 | -9.05086303207 | 0.430447446265607 |
21 | -11 | -11.7347634516607 | 0.130188521663667 | -10.3954250700029 | -0.734763451660745 |
22 | -13 | -13.9627795082116 | -0.0565553697744122 | -11.980665122014 | -0.962779508211584 |
23 | -11 | -10.9407970587617 | 2.50670223278676 | -13.5659051740251 | 0.0592029412383219 |
24 | -9 | -6.03196634482617 | 3.07209461951147 | -15.0401282746853 | 2.96803365517383 |
25 | -17 | -19.1268899888706 | 1.64124136421607 | -16.5143513753455 | -2.12688998887056 |
26 | -22 | -26.3652416039847 | -0.12056117725676 | -17.5141972187586 | -4.36524160398466 |
27 | -25 | -27.4001901375057 | -4.0857668003227 | -18.5140430621716 | -2.40019013750566 |
28 | -20 | -19.6732362794577 | -1.40684261123504 | -18.9199211093073 | 0.326763720542331 |
29 | -24 | -27.6962826348381 | -0.97791820871892 | -19.3257991564429 | -3.69628263483815 |
30 | -24 | -27.9266314822545 | -0.933637779386907 | -19.1397307383586 | -3.92663148225446 |
31 | -22 | -25.6569781953861 | 0.610640515660454 | -18.9536623202743 | -3.65697819538612 |
32 | -19 | -19.3630689092717 | -0.379584414195613 | -18.2573466765327 | -0.363068909271661 |
33 | -18 | -18.5691574888725 | 0.130188521663667 | -17.5610310327911 | -0.569157488872545 |
34 | -17 | -17.2358633178155 | -0.0565553697744122 | -16.7075813124101 | -0.235863317815475 |
35 | -11 | -8.65257064075766 | 2.50670223278676 | -15.8541315920291 | 2.34742935924234 |
36 | -11 | -10.0746914969404 | 3.07209461951147 | -14.9974031225711 | 0.925308503059634 |
37 | -12 | -11.5005667111030 | 1.64124136421607 | -14.1406746531131 | 0.499433288897032 |
38 | -10 | -6.46913975301016 | -0.12056117725676 | -13.4102990697331 | 3.53086024698984 |
39 | -15 | -13.2343097133243 | -4.0857668003227 | -12.6799234863531 | 1.76569028667575 |
40 | -15 | -16.5446022708124 | -1.40684261123504 | -12.0485551179525 | -1.54460227081243 |
41 | -15 | -17.6048950417291 | -0.97791820871892 | -11.417186749552 | -2.60489504172907 |
42 | -13 | -14.4448585954551 | -0.933637779386907 | -10.6215036251579 | -1.44485859545514 |
43 | -8 | -6.78482001489657 | 0.610640515660454 | -9.82582050076388 | 1.21517998510343 |
44 | -13 | -16.6636305966229 | -0.379584414195613 | -8.95678498918153 | -3.66363059662285 |
45 | -9 | -10.0424390440645 | 0.130188521663667 | -8.08774947759918 | -1.04243904406448 |
46 | -7 | -6.75252689785174 | -0.0565553697744122 | -7.19091773237384 | 0.247473102148256 |
47 | -4 | -4.21261624563826 | 2.50670223278676 | -6.2940859871485 | -0.212616245638260 |
48 | -4 | -5.71316788670992 | 3.07209461951147 | -5.35892673280155 | -1.71316788670992 |
49 | -2 | -1.21747388576147 | 1.64124136421607 | -4.4237674784546 | 0.782526114238531 |
50 | 0 | 3.57351527138781 | -0.12056117725676 | -3.45295409413105 | 3.57351527138781 |