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 | 33 | 31.5371598850668 | 9.20825799014369 | 25.2545821247896 | -1.46284011493324 |
2 | 24 | 18.7967582836303 | 4.31503788815444 | 24.8882038282153 | -5.20324171636974 |
3 | 24 | 20.4563583813177 | 3.02181608704129 | 24.5218255316410 | -3.54364161868232 |
4 | 31 | 34.8510620974288 | 3.07493737884581 | 24.0740005237254 | 3.85106209742879 |
5 | 25 | 27.8457573179282 | -1.47193283373797 | 23.6261755158097 | 2.84575731792822 |
6 | 28 | 31.0860765647197 | 1.77783873023621 | 23.1360847050441 | 3.08607656471967 |
7 | 24 | 26.3263935895829 | -0.972387483861383 | 22.6459938942785 | 2.32639358958290 |
8 | 25 | 29.2073232952766 | -1.35450290809072 | 22.1471796128141 | 4.20732329527663 |
9 | 16 | 16.0882541772854 | -5.73661950863511 | 21.6483653313497 | 0.0882541772854104 |
10 | 17 | 19.4767033262173 | -6.18726759826303 | 20.7105642720458 | 2.47670332621727 |
11 | 11 | 6.46514633216691 | -4.23790954490874 | 19.7727632127418 | -4.53485366783309 |
12 | 12 | 6.9703336609976 | -1.43727313975502 | 18.4669394787574 | -5.02966633900241 |
13 | 39 | 51.6306262650833 | 9.20825799014369 | 17.1611157447730 | 12.6306262650833 |
14 | 19 | 17.4920668475917 | 4.31503788815444 | 16.1928952642539 | -1.50793315240834 |
15 | 14 | 9.75350912922395 | 3.02181608704129 | 15.2246747837348 | -4.24649087077605 |
16 | 15 | 12.4321703833639 | 3.07493737884581 | 14.4928922377903 | -2.56782961663610 |
17 | 7 | 1.71082314189215 | -1.47193283373797 | 13.7611096918458 | -5.28917685810785 |
18 | 12 | 9.45633499309946 | 1.77783873023621 | 12.7658262766643 | -2.54366500690054 |
19 | 12 | 13.2018446223786 | -0.972387483861383 | 11.7705428614828 | 1.20184462237856 |
20 | 14 | 18.8886907783142 | -1.35450290809072 | 10.4658121297765 | 4.88869077831423 |
21 | 9 | 14.5755381105650 | -5.73661950863511 | 9.16108139807015 | 5.57553811056495 |
22 | 8 | 14.0986861320013 | -6.18726759826303 | 8.08858146626178 | 6.09868613200126 |
23 | 4 | 5.22182801045534 | -4.23790954490874 | 7.0160815344534 | 1.22182801045534 |
24 | 7 | 9.04573788297661 | -1.43727313975502 | 6.39153525677841 | 2.04573788297661 |
25 | 3 | -8.97524696924711 | 9.20825799014369 | 5.76698897910343 | -11.9752469692471 |
26 | 5 | -0.282219596043353 | 4.31503788815444 | 5.96718170788891 | -5.28221959604335 |
27 | 0 | -9.18919052371567 | 3.02181608704129 | 6.16737443667439 | -9.18919052371567 |
28 | -2 | -15.0770082893731 | 3.07493737884581 | 8.00207091052731 | -13.0770082893731 |
29 | 6 | 3.63516544935774 | -1.47193283373797 | 9.83676738438023 | -2.36483455064226 |
30 | 11 | 6.37443544763604 | 1.77783873023621 | 13.8477258221277 | -4.62556455236396 |
31 | 9 | 1.11370322398612 | -0.972387483861383 | 17.8586842598753 | -7.88629677601388 |
32 | 17 | 11.9005482822906 | -1.35450290809072 | 23.4539546258001 | -5.09945171770942 |
33 | 21 | 18.6873945169101 | -5.73661950863511 | 29.049224991725 | -2.31260548308991 |
34 | 21 | 13.1546811636552 | -6.18726759826303 | 35.0325864346078 | -7.84531883634481 |
35 | 41 | 45.2219616674181 | -4.23790954490874 | 41.0159478774907 | 4.22196166741808 |
36 | 57 | 69.0390431609997 | -1.43727313975502 | 46.3982299787553 | 12.0390431609997 |
37 | 65 | 69.0112299298363 | 9.20825799014369 | 51.78051208002 | 4.01122992983633 |
38 | 68 | 75.8348481181262 | 4.31503788815444 | 55.8501139937194 | 7.8348481181262 |
39 | 73 | 83.05846800554 | 3.02181608704129 | 59.9197159074187 | 10.05846800554 |
40 | 71 | 76.7796488162499 | 3.07493737884581 | 62.1454138049043 | 5.7796488162499 |
41 | 71 | 79.1008211313481 | -1.47193283373797 | 64.3711117023899 | 8.10082113134811 |
42 | 70 | 73.4306161634387 | 1.77783873023621 | 64.7915451063251 | 3.43061616343867 |
43 | 69 | 73.760408973601 | -0.972387483861383 | 65.2119785102604 | 4.76040897360099 |
44 | 65 | 66.7416207942629 | -1.35450290809072 | 64.6128821138279 | 1.74162079426287 |
45 | 57 | 55.7228337912398 | -5.73661950863511 | 64.0137857173953 | -1.27716620876019 |
46 | 57 | 57.47728928958 | -6.18726759826303 | 62.709978308683 | 0.477289289580021 |
47 | 57 | 56.831738644938 | -4.23790954490874 | 61.4061708999707 | -0.168261355061979 |
48 | 55 | 51.9708605803614 | -1.43727313975502 | 59.4664125593936 | -3.02913941963858 |
49 | 65 | 63.2650877910398 | 9.20825799014369 | 57.5266542188165 | -1.73491220896015 |
50 | 65 | 70.6143428546524 | 4.31503788815444 | 55.0706192571932 | 5.61434285465241 |
51 | 64 | 72.3635996173889 | 3.02181608704129 | 52.6145842955698 | 8.36359961738888 |
52 | 60 | 67.4787329604966 | 3.07493737884581 | 49.4463296606576 | 7.47873296049661 |
53 | 43 | 41.1938578079927 | -1.47193283373797 | 46.2780750257453 | -1.80614219200735 |
54 | 47 | 49.2087633951945 | 1.77783873023621 | 43.0133978745693 | 2.20876339519453 |
55 | 40 | 41.2236667604682 | -0.972387483861383 | 39.7487207233932 | 1.22366676046819 |
56 | 31 | 26.9772570235086 | -1.35450290809072 | 36.3772458845821 | -4.0227429764914 |
57 | 27 | 26.7308484628640 | -5.73661950863511 | 33.0057710457711 | -0.269151537135954 |
58 | 24 | 24.6508693742688 | -6.18726759826303 | 29.5363982239942 | 0.650869374268805 |
59 | 23 | 24.1708841426914 | -4.23790954490874 | 26.0670254022174 | 1.17088414269136 |
60 | 17 | 12.9000768115948 | -1.43727313975502 | 22.5371963281602 | -4.09992318840519 |