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 | 10.9 | 11.5248356171762 | 0.525550514378846 | 9.74961386844496 | 0.624835617176194 |
2 | 10 | 10.1647091800945 | 0.115948002866863 | 9.71934281703864 | 0.164709180094496 |
3 | 9.2 | 8.94458271687243 | -0.233654482504756 | 9.68907176563232 | -0.255417283127565 |
4 | 9.2 | 8.84070085167392 | -0.102884024192043 | 9.66218317251812 | -0.359299148326079 |
5 | 9.5 | 9.25681911717708 | 0.107886303419002 | 9.63529457940392 | -0.243180882822925 |
6 | 9.6 | 9.47870432616754 | 0.112626708057480 | 9.60866896577498 | -0.121295673832458 |
7 | 9.5 | 9.48058945673697 | -0.0626328088830025 | 9.58204335214603 | -0.0194105432630316 |
8 | 9.1 | 8.93903032088975 | -0.296887263600064 | 9.55785694271032 | -0.160969679110252 |
9 | 8.9 | 8.81747134188463 | -0.55114187515923 | 9.5336705332746 | -0.0825286581153684 |
10 | 9 | 8.97744563718292 | -0.507956568051301 | 9.53051093086838 | -0.0225543628170843 |
11 | 10.1 | 10.3374199978321 | 0.335228673705751 | 9.52735132846217 | 0.237419997832076 |
12 | 10.3 | 10.5263371966483 | 0.557916806990773 | 9.5157459963609 | 0.226337196648336 |
13 | 10.2 | 10.3703088213615 | 0.525550514378846 | 9.50414066425961 | 0.170308821361543 |
14 | 9.6 | 9.59579814104068 | 0.115948002866863 | 9.48825385609246 | -0.00420185895932335 |
15 | 9.2 | 9.16128743457945 | -0.233654482504756 | 9.4723670479253 | -0.0387125654205516 |
16 | 9.3 | 9.24680196828296 | -0.102884024192043 | 9.45608205590908 | -0.053198031717038 |
17 | 9.4 | 9.25231663268814 | 0.107886303419002 | 9.43979706389286 | -0.147683367311862 |
18 | 9.4 | 9.2669514159799 | 0.112626708057480 | 9.42042187596261 | -0.133048584020093 |
19 | 9.2 | 9.06158612085063 | -0.0626328088830025 | 9.40104668803237 | -0.138413879149367 |
20 | 9 | 8.91350407130043 | -0.296887263600064 | 9.38338319229963 | -0.0864959286995681 |
21 | 9 | 9.18542217859233 | -0.55114187515923 | 9.3657196965669 | 0.185422178592333 |
22 | 9 | 9.1613657235499 | -0.507956568051301 | 9.34659084450139 | 0.161365723549906 |
23 | 9.8 | 9.93730933385836 | 0.335228673705751 | 9.32746199243589 | 0.137309333858358 |
24 | 10 | 10.1355376595938 | 0.557916806990773 | 9.30654553341543 | 0.135537659593799 |
25 | 9.8 | 9.7888204112262 | 0.525550514378846 | 9.28562907439496 | -0.0111795887738069 |
26 | 9.3 | 9.2202184135908 | 0.115948002866863 | 9.26383358354234 | -0.0797815864092026 |
27 | 9 | 8.99161638981504 | -0.233654482504756 | 9.24203809268972 | -0.00838361018496236 |
28 | 9 | 8.91696059152913 | -0.102884024192043 | 9.18592343266292 | -0.0830394084708743 |
29 | 9.1 | 8.96230492394488 | 0.107886303419002 | 9.12980877263612 | -0.137695076055120 |
30 | 9.1 | 9.07171069458403 | 0.112626708057480 | 9.01566259735849 | -0.0282893054159654 |
31 | 9.1 | 9.36111638680215 | -0.0626328088830025 | 8.90151642208085 | 0.261116386802151 |
32 | 9.2 | 9.9276759048647 | -0.296887263600064 | 8.76921135873537 | 0.727675904864698 |
33 | 8.8 | 9.51423557976935 | -0.55114187515923 | 8.63690629538988 | 0.71423557976935 |
34 | 8.3 | 8.59549649605017 | -0.507956568051301 | 8.51246007200114 | 0.295496496050164 |
35 | 8.4 | 8.07675747768186 | 0.335228673705751 | 8.38801384861239 | -0.323242522318143 |
36 | 8.1 | 7.3970301910989 | 0.557916806990773 | 8.24505300191033 | -0.702969808901102 |
37 | 7.7 | 6.77235733041289 | 0.525550514378846 | 8.10209215520826 | -0.92764266958711 |
38 | 7.9 | 7.73787332799567 | 0.115948002866863 | 7.94617866913747 | -0.162126672004335 |
39 | 7.9 | 8.24338929943808 | -0.233654482504756 | 7.79026518306668 | 0.343389299438078 |
40 | 8 | 8.40429447349083 | -0.102884024192043 | 7.69858955070122 | 0.404294473490825 |
41 | 7.9 | 8.08519977824524 | 0.107886303419002 | 7.60691391833576 | 0.185199778245240 |
42 | 7.6 | 7.49121718881979 | 0.112626708057480 | 7.59615610312273 | -0.108782811180209 |
43 | 7.1 | 6.6772345209733 | -0.0626328088830025 | 7.5853982879097 | -0.422765479026698 |
44 | 6.8 | 6.3064196494693 | -0.296887263600064 | 7.59046761413077 | -0.493580350530706 |
45 | 6.5 | 5.95560493480739 | -0.55114187515923 | 7.59553694035184 | -0.544395065192608 |
46 | 6.9 | 6.6945638032315 | -0.507956568051301 | 7.6133927648198 | -0.205436196768494 |
47 | 8.2 | 8.4335227370065 | 0.335228673705751 | 7.63124858928775 | 0.233522737006498 |
48 | 8.7 | 9.1472730321374 | 0.557916806990773 | 7.69481016087183 | 0.447273032137394 |
49 | 8.3 | 8.31607775316524 | 0.525550514378846 | 7.75837173245591 | 0.0160777531652405 |
50 | 7.9 | 7.8565720729939 | 0.115948002866863 | 7.82747992413924 | -0.0434279270061042 |
51 | 7.5 | 7.33706636668219 | -0.233654482504756 | 7.89658811582257 | -0.162933633317812 |
52 | 7.8 | 7.79549219800881 | -0.102884024192043 | 7.90739182618323 | -0.00450780199118661 |
53 | 8.3 | 8.5739181600371 | 0.107886303419002 | 7.91819553654389 | 0.273918160037107 |
54 | 8.4 | 8.7592963903526 | 0.112626708057480 | 7.92807690158993 | 0.359296390352594 |
55 | 8.2 | 8.52467454224704 | -0.0626328088830025 | 7.93795826663596 | 0.32467454224704 |
56 | 7.7 | 7.75117223170349 | -0.296887263600064 | 7.94571503189657 | 0.0511722317034895 |
57 | 7.2 | 6.99767007800204 | -0.55114187515923 | 7.95347179715719 | -0.202329921997956 |
58 | 7.3 | 7.15179431584823 | -0.507956568051301 | 7.95616225220307 | -0.148205684151768 |
59 | 8.1 | 7.9059186190453 | 0.335228673705751 | 7.95885270724895 | -0.194081380954702 |
60 | 8.5 | 8.48459215610687 | 0.557916806990773 | 7.95749103690236 | -0.0154078438931329 |