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 | -5 | -3.93726719990821 | -3.51514883931583 | -2.54758396077596 | 1.06273280009179 |
2 | -1 | 1.20299893050321 | -0.650070640560946 | -2.55292828994227 | 2.20299893050321 |
3 | -2 | -0.856735723297 | -0.584991657594427 | -2.55827261910857 | 1.143264276703 |
4 | -5 | -6.2789499821861 | -1.19450020616385 | -2.52654981165005 | -1.27894998218609 |
5 | -4 | -5.70116228054887 | 0.195989284740401 | -2.49482700419153 | -1.70116228054887 |
6 | -6 | -8.5441232537162 | -1.01255591159340 | -2.4433208346904 | -2.5441232537162 |
7 | -2 | -1.78707991372785 | 0.178894578917117 | -2.39181466518927 | 0.212920086272149 |
8 | -2 | -1.67667741435075 | 0.00517624496459454 | -2.32849883061385 | 0.323322585649252 |
9 | -2 | -3.76627648339408 | 2.03145947943251 | -2.26518299603843 | -1.76627648339408 |
10 | -2 | -4.42198955223527 | 2.41954899327477 | -1.9975594410395 | -2.42198955223527 |
11 | 2 | 3.72230156137894 | 2.00763432466163 | -1.72993588604057 | 1.72230156137894 |
12 | 1 | 3.17367155409917 | 0.118567175969312 | -1.29223873006848 | 2.17367155409917 |
13 | -8 | -11.6303095865878 | -3.51514883931583 | -0.854541574096392 | -3.63030958658778 |
14 | -1 | -0.728016265323948 | -0.650070640560946 | -0.621913094115107 | 0.271983734676052 |
15 | 1 | 2.97427627172825 | -0.584991657594427 | -0.389284614133822 | 1.97427627172825 |
16 | -1 | -0.35197801607873 | -1.19450020616385 | -0.453521777757415 | 0.64802198392127 |
17 | 2 | 4.32176965664061 | 0.195989284740401 | -0.517758941381009 | 2.32176965664061 |
18 | 2 | 5.82175342715259 | -1.01255591159340 | -0.809197515559188 | 3.82175342715259 |
19 | 1 | 2.92174151082025 | 0.178894578917117 | -1.10063608973737 | 1.92174151082025 |
20 | -1 | -0.544770111071515 | 0.00517624496459454 | -1.46040613389308 | 0.455229888928485 |
21 | -2 | -4.21128330138372 | 2.03145947943251 | -1.82017617804879 | -2.21128330138372 |
22 | -2 | -4.10038672397275 | 2.41954899327477 | -2.31916226930203 | -2.10038672397275 |
23 | -1 | -1.18948596410637 | 2.00763432466163 | -2.81814836055526 | -0.189485964106372 |
24 | -8 | -12.6101409324682 | 0.118567175969312 | -3.50842624350109 | -4.61014093246822 |
25 | -4 | -0.286147034237247 | -3.51514883931583 | -4.19870412644693 | 3.71385296576275 |
26 | -6 | -6.3555284387301 | -0.650070640560946 | -4.99440092070896 | -0.355528438730095 |
27 | -3 | 0.375089372565418 | -0.584991657594427 | -5.79009771497099 | 3.37508937256542 |
28 | -3 | 1.93727873936771 | -1.19450020616385 | -6.74277853320386 | 4.93727873936771 |
29 | -7 | -6.50052993330368 | 0.195989284740401 | -7.69545935143672 | 0.499470066696321 |
30 | -9 | -7.96544799648738 | -1.01255591159340 | -9.02199609191922 | 1.03455200351262 |
31 | -11 | -11.8303617465154 | 0.178894578917117 | -10.3485328324017 | -0.830361746515406 |
32 | -13 | -14.0605215558743 | 0.00517624496459454 | -11.9446546890903 | -1.06052155587428 |
33 | -11 | -10.4906829336536 | 2.03145947943251 | -13.5407765457789 | 0.509317066346416 |
34 | -9 | -5.38264012781995 | 2.41954899327477 | -15.0369088654548 | 3.61735987218005 |
35 | -17 | -19.4745931395309 | 2.00763432466163 | -16.5330411851307 | -2.47459313953091 |
36 | -22 | -26.5755013308748 | 0.118567175969312 | -17.5430658450946 | -4.57550133087476 |
37 | -25 | -27.9317606556258 | -3.51514883931583 | -18.5530905050584 | -2.93176065562579 |
38 | -20 | -20.3981422741606 | -0.650070640560946 | -18.9517870852785 | -0.398142274160602 |
39 | -24 | -28.0645246769071 | -0.584991657594427 | -19.3504836654985 | -4.06452467690706 |
40 | -24 | -27.6588475612552 | -1.19450020616385 | -19.1466522325810 | -3.65884756125518 |
41 | -22 | -25.253168485077 | 0.195989284740401 | -18.9428207996634 | -3.25316848507698 |
42 | -19 | -18.7589642282226 | -1.01255591159340 | -18.2284798601840 | 0.241035771777359 |
43 | -18 | -18.6647556582126 | 0.178894578917117 | -17.5141389207045 | -0.664755658212624 |
44 | -17 | -17.3336053073879 | 0.00517624496459454 | -16.6715709375767 | -0.333605307387906 |
45 | -11 | -8.20245652498362 | 2.03145947943251 | -15.8290029544489 | 2.79754347501638 |
46 | -11 | -9.425365347895 | 2.41954899327477 | -14.9941836453798 | 1.57463465210501 |
47 | -12 | -11.8482699883510 | 2.00763432466163 | -14.1593643363107 | 0.151730011649034 |
48 | -10 | -6.67939959615779 | 0.118567175969312 | -13.4391675798115 | 3.32060040384221 |
49 | -15 | -13.7658803373718 | -3.51514883931583 | -12.7189708233124 | 1.23411966262821 |
50 | -15 | -17.2695083200234 | -0.650070640560946 | -12.0804210394156 | -2.26950832002344 |
51 | -15 | -17.9731370868867 | -0.584991657594427 | -11.4418712555188 | -2.97313708688673 |
52 | -13 | -14.1823960568049 | -1.19450020616385 | -10.6231037370313 | -1.18239605680489 |
53 | -8 | -6.39165306619674 | 0.195989284740401 | -9.80433621854366 | 1.60834693380326 |
54 | -13 | -16.0710621573151 | -1.01255591159340 | -8.91638193109154 | -3.07106215731506 |
55 | -9 | -10.1504669352777 | 0.178894578917117 | -8.02842764363942 | -1.1504669352777 |
56 | -7 | -6.89536401592469 | 0.00517624496459454 | -7.1098122290399 | 0.104635984075308 |
57 | -4 | -3.84026266499212 | 2.03145947943251 | -6.19119681444039 | 0.159737335007881 |
58 | -4 | -5.18477147839164 | 2.41954899327477 | -5.23477751488313 | -1.18477147839164 |
59 | -2 | -1.72927610933577 | 2.00763432466163 | -4.27835821532587 | 0.270723890664234 |
60 | 0 | 3.17089635451482 | 0.118567175969312 | -3.28946353048413 | 3.17089635451482 |