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 | 6.02 | 6.61072163262867 | 0.158600415944901 | 5.27067795142642 | 0.590721632628675 |
2 | 5.62 | 6.05851025296168 | 0.150240714155416 | 5.0312490328829 | 0.43851025296168 |
3 | 4.87 | 4.9082987661193 | 0.0398811195413179 | 4.79182011433939 | 0.0382987661192962 |
4 | 4.24 | 3.9110749251506 | 0.00556980080280634 | 4.56335527404659 | -0.328925074849401 |
5 | 4.02 | 3.72585115606782 | -0.0207415898216247 | 4.3348904337538 | -0.29414884393218 |
6 | 3.74 | 3.40219254792894 | -0.0358151962557789 | 4.11362264832684 | -0.337807452071062 |
7 | 3.45 | 3.08653395547425 | -0.0788888183741299 | 3.89235486289988 | -0.363466044525748 |
8 | 3.34 | 3.05510123539199 | -0.0521325960765123 | 3.67703136068452 | -0.284898764608008 |
9 | 3.21 | 3.02566846433608 | -0.067376322805246 | 3.46170785846916 | -0.184331535663917 |
10 | 3.12 | 2.94539927026113 | -0.0185386147746513 | 3.31313934451352 | -0.174600729738874 |
11 | 3.04 | 2.93312997946694 | -0.01770081002483 | 3.16457083055789 | -0.106870020533058 |
12 | 2.97 | 2.90872016926426 | -0.0630977674971476 | 3.09437759823289 | -0.0612798307357374 |
13 | 2.93 | 2.67721521814722 | 0.158600415944901 | 3.02418436590788 | -0.252784781852784 |
14 | 2.95 | 2.7644874530447 | 0.150240714155416 | 2.98527183279988 | -0.1855125469553 |
15 | 2.92 | 2.8537595807668 | 0.0398811195413179 | 2.94635929969188 | -0.0662404192332029 |
16 | 2.9 | 2.86804233508391 | 0.00556980080280634 | 2.92638786411328 | -0.0319576649160913 |
17 | 2.95 | 3.01432516128694 | -0.0207415898216247 | 2.90641642853469 | 0.0643251612869395 |
18 | 2.91 | 2.95557717612176 | -0.0358151962557789 | 2.90023802013402 | 0.0455771761217618 |
19 | 2.89 | 2.96482920664078 | -0.0788888183741299 | 2.89405961173335 | 0.0748292066407812 |
20 | 2.84 | 2.83323955911756 | -0.0521325960765123 | 2.89889303695895 | -0.00676044088243888 |
21 | 2.82 | 2.80364986062069 | -0.067376322805246 | 2.90372646218455 | -0.0163501393793077 |
22 | 2.78 | 2.65801406410018 | -0.0185386147746513 | 2.92052455067447 | -0.121985935899821 |
23 | 2.86 | 2.80037817086044 | -0.01770081002483 | 2.93732263916439 | -0.0596218291395609 |
24 | 2.87 | 2.83002741257079 | -0.0630977674971476 | 2.97307035492636 | -0.0399725874292103 |
25 | 2.94 | 2.71258151336677 | 0.158600415944901 | 3.00881807068833 | -0.227418486633226 |
26 | 3.04 | 2.86172754307741 | 0.150240714155416 | 3.06803174276718 | -0.178272456922595 |
27 | 3.12 | 3.07287346561265 | 0.0398811195413179 | 3.12724541484603 | -0.0471265343873499 |
28 | 3.19 | 3.1692866745229 | 0.00556980080280634 | 3.20514352467429 | -0.0207133254770993 |
29 | 3.27 | 3.27769995531907 | -0.0207415898216247 | 3.28304163450255 | 0.0076999553190702 |
30 | 3.34 | 3.35288110633995 | -0.0358151962557789 | 3.36293408991582 | 0.0128811063399543 |
31 | 3.4 | 3.43606227304504 | -0.0788888183741299 | 3.44282654532909 | 0.0360622730450362 |
32 | 3.55 | 3.64100023400492 | -0.0521325960765123 | 3.51113236207159 | 0.0910002340049245 |
33 | 3.64 | 3.76793814399116 | -0.067376322805246 | 3.57943817881408 | 0.127938143991164 |
34 | 3.76 | 3.90584314028668 | -0.0185386147746513 | 3.63269547448797 | 0.145843140286683 |
35 | 3.78 | 3.89174803986298 | -0.01770081002483 | 3.68595277016185 | 0.111748039862977 |
36 | 3.77 | 3.88286022966227 | -0.0630977674971476 | 3.72023753783488 | 0.112860229662269 |
37 | 3.81 | 3.70687727854719 | 0.158600415944901 | 3.7545223055079 | -0.103122721452806 |
38 | 3.81 | 3.70932462146916 | 0.150240714155416 | 3.76043466437543 | -0.100675378530843 |
39 | 3.82 | 3.83377185721573 | 0.0398811195413179 | 3.76634702324295 | 0.0137718572157337 |
40 | 3.96 | 4.16867499718476 | 0.00556980080280634 | 3.74575520201243 | 0.208674997184762 |
41 | 3.86 | 4.01557820903971 | -0.0207415898216247 | 3.72516338078192 | 0.155578209039709 |
42 | 3.84 | 4.03428283981714 | -0.0358151962557789 | 3.68153235643864 | 0.194282839817139 |
43 | 3.68 | 3.80098748627877 | -0.0788888183741299 | 3.63790133209536 | 0.120987486278767 |
44 | 3.56 | 3.59976851237945 | -0.0521325960765123 | 3.57236408369706 | 0.0397685123794509 |
45 | 3.48 | 3.52054948750649 | -0.067376322805246 | 3.50682683529876 | 0.0405494875064858 |
46 | 3.4 | 3.38822831102541 | -0.0185386147746513 | 3.43031030374924 | -0.0117716889745867 |
47 | 3.42 | 3.50390703782511 | -0.01770081002483 | 3.35379377219972 | 0.0839070378251145 |
48 | 3.2 | 3.17353857148945 | -0.0630977674971476 | 3.2895591960077 | -0.0264614285105544 |
49 | 3.11 | 2.83607496423941 | 0.158600415944901 | 3.22532461981569 | -0.273925035760591 |
50 | 3.1 | 2.86319433411825 | 0.150240714155416 | 3.18656495172634 | -0.236805665881752 |
51 | 2.99 | 2.7923135968217 | 0.0398811195413179 | 3.14780528363698 | -0.197686403178301 |
52 | 3.1 | 3.04635935259036 | 0.00556980080280634 | 3.14807084660683 | -0.0536406474096385 |
53 | 3 | 2.87240518024494 | -0.0207415898216247 | 3.14833640957668 | -0.127594819755056 |
54 | 3.05 | 2.9855638916055 | -0.0358151962557789 | 3.15025130465028 | -0.0644361083945002 |
55 | 3.1 | 3.12672261865025 | -0.0788888183741299 | 3.15216619972388 | 0.0267226186502536 |
56 | 3.2 | 3.29405656229312 | -0.0521325960765123 | 3.1580760337834 | 0.0940565622931167 |
57 | 3.1 | 3.10339045496233 | -0.067376322805246 | 3.16398586784292 | 0.00339045496233048 |
58 | 3.3 | 3.44495484313847 | -0.0185386147746513 | 3.17358377163618 | 0.144954843138471 |
59 | 3.13 | 3.09451913459539 | -0.01770081002483 | 3.18318167542944 | -0.0354808654046139 |
60 | 3.14 | 3.14833239668974 | -0.0630977674971476 | 3.19476537080741 | 0.00833239668973684 |