Structural Time Series Model | |||||
t | Observed | Level | Slope | Seasonal | Stand. Residuals |
1 | 41 | 41 | 0 | 0 | 0 |
2 | 39 | 39.4681786008149 | -0.0979294436540218 | -0.124264696701125 | -0.0638919853075069 |
3 | 50 | 46.5437697350223 | 0.139008759086537 | 0.562048263237363 | 0.428901774879656 |
4 | 40 | 42.2803101188966 | 0.0522995425459843 | -0.353964513427608 | -0.276036645139372 |
5 | 43 | 42.6733032338094 | 0.0578321181602648 | 0.175836855906398 | 0.0214933581845457 |
6 | 38 | 39.5715625823359 | 0.00755165472164264 | -0.170636625591731 | -0.199394845746151 |
7 | 44 | 42.4387594726144 | 0.0547545420168677 | 0.294391990658129 | 0.180327708480934 |
8 | 35 | 37.5424864602514 | -0.0311422615834274 | -0.352202703776871 | -0.311888748349939 |
9 | 39 | 38.4198102839839 | -0.0145703356227538 | 0.178903624476463 | 0.0571669720681654 |
10 | 35 | 36.1532277334162 | -0.0576370820621674 | -0.159984380750529 | -0.141560510440093 |
11 | 29 | 31.3631502606335 | -0.152178877240164 | -0.279023441236224 | -0.297167760879146 |
12 | 49 | 42.9721984283404 | 0.092425451082355 | 0.855724433549017 | 0.737780218222501 |
13 | 50 | 46.5115120124834 | -0.0662655835107792 | 1.93396815250258 | 0.266246838500981 |
14 | 59 | 55.7188179661075 | 0.299433547039956 | 0.191204643731 | 0.492463308392527 |
15 | 63 | 60.3150165245609 | 0.427467211892979 | 0.950391154808485 | 0.259785315192187 |
16 | 32 | 42.3586711510299 | -0.00898801290880507 | -2.58617255004916 | -1.1424517720132 |
17 | 39 | 39.5279485357041 | -0.0716560855407015 | 0.672559003404174 | -0.17589346716942 |
18 | 47 | 44.5169811876152 | 0.041188414455789 | 0.329611721883347 | 0.315386752387433 |
19 | 53 | 49.8657865171349 | 0.162419589689746 | 0.877764712950798 | 0.330540295157587 |
20 | 60 | 56.9044549732757 | 0.323902799383802 | 0.175410601678809 | 0.427896048756906 |
21 | 57 | 57.0367512562049 | 0.31927863596959 | 0.0445286885340537 | -0.0119142207694525 |
22 | 52 | 53.7286338890444 | 0.229421797654096 | -0.191516321877984 | -0.225391921552344 |
23 | 70 | 64.7614287478595 | 0.503513430670625 | 0.665167339569456 | 0.670825612085569 |
24 | 90 | 81.2522739009224 | 0.902487289927643 | 1.98539059745727 | 0.991384292019457 |
25 | 74 | 78.9804553273583 | 0.894980344337853 | -3.62525481524946 | -0.216919487050872 |
26 | 62 | 67.944883786078 | 0.470231608776671 | -1.56747771749412 | -0.678844852185979 |
27 | 55 | 57.8827130600853 | 0.125994259050555 | 1.30522505996275 | -0.636513733079734 |
28 | 84 | 75.8699545050957 | 0.649864970478154 | 0.787617319870699 | 1.10145767096802 |
29 | 94 | 88.0563730632649 | 0.975973463563964 | 1.17844992566674 | 0.713006342990637 |
30 | 70 | 77.2236652181461 | 0.642379758312508 | -2.34568071468906 | -0.729646151837466 |
31 | 108 | 96.6745379332963 | 1.17929867560536 | 3.56039958760156 | 1.1616101577344 |
32 | 139 | 124.708446045847 | 1.95565867724072 | 3.2118447310455 | 1.65776872568695 |
33 | 120 | 122.920246982203 | 1.84605010273257 | -1.37656688893993 | -0.231014708066358 |
34 | 97 | 107.462682023266 | 1.33321393213363 | -3.33210534366404 | -1.06732218116826 |
35 | 126 | 119.783765408474 | 1.66177708327315 | 1.69075897292816 | 0.677462987476597 |
36 | 149 | 138.069900615628 | 2.14477414020098 | 4.09051472758022 | 1.02361043757679 |
37 | 158 | 151.695718779676 | 2.37343311589407 | 1.54626926395908 | 0.748559940683804 |
38 | 124 | 134.957919112068 | 1.70746962061804 | -3.68439127307395 | -1.12123337612557 |
39 | 140 | 138.711541246078 | 1.77768333228933 | 0.48272049235909 | 0.123626913477546 |
40 | 109 | 120.846463268423 | 1.13977347234442 | -3.9127059355202 | -1.20586918346958 |
41 | 114 | 114.840376978019 | 0.913249464122094 | 2.05778256723268 | -0.439500155557618 |
42 | 77 | 93.7756114686156 | 0.219053609667765 | -7.8610744598345 | -1.35141262669071 |
43 | 120 | 109.684548595094 | 0.716528380018241 | 3.95353367410054 | 0.964467486167056 |
44 | 133 | 123.2522001158 | 1.12629331230989 | 4.53868674551659 | 0.789775841321633 |
45 | 110 | 115.644346582996 | 0.846164694427059 | -2.10508222172593 | -0.536660586794877 |
46 | 92 | 103.781680646046 | 0.436317880905144 | -6.63314268393655 | -0.780755211690291 |
47 | 97 | 99.5874805347803 | 0.286781076802437 | -0.712329206445536 | -0.284354627061858 |
48 | 78 | 83.8684351025245 | -0.21753930521235 | 0.603322091440758 | -0.98193785104253 |
49 | 99 | 88.9844084843725 | -0.0700067152093569 | 7.84236581791309 | 0.339627951673189 |
50 | 107 | 103.220496704802 | 0.425768673665507 | -1.75891356504923 | 0.853175494732954 |
51 | 112 | 107.754450041322 | 0.568898365607662 | 2.63499431425786 | 0.248401840875929 |
52 | 90 | 98.73642667512 | 0.244211318394393 | -4.90362600244276 | -0.58717557267884 |
53 | 98 | 95.0802774723711 | 0.114199944757123 | 4.48494651993072 | -0.239296444444071 |
54 | 125 | 120.117073048979 | 0.941456659263719 | -5.11922945745831 | 1.52863004688005 |
55 | 155 | 141.891176543443 | 1.63358320982373 | 4.74991453999353 | 1.27747051325415 |
56 | 190 | 170.269362806842 | 2.52431012415017 | 9.00135403459447 | 1.63979949374108 |
57 | 236 | 214.22896987096 | 3.90810613455924 | 5.15013802381294 | 2.54037857174548 |
58 | 189 | 204.925881394419 | 3.46592657890096 | -10.6271489379084 | -0.80990376253078 |
59 | 174 | 185.490282320905 | 2.70063719988553 | -2.30934727760813 | -1.40323816487932 |
60 | 178 | 181.061953468186 | 2.46649487327162 | -0.208825554379717 | -0.436647310873763 |
61 | 136 | 151.392008841462 | 1.46365697090616 | -2.42701385222636 | -2.01939810093448 |
62 | 161 | 158.57710959288 | 1.6614494675264 | 0.188467880204358 | 0.344457669000458 |
63 | 171 | 164.173121938932 | 1.79869515245294 | 5.28663906096859 | 0.238196628516746 |
64 | 149 | 157.67265512331 | 1.51332509272347 | -5.37419909730093 | -0.50770181431007 |
65 | 184 | 173.257614336486 | 1.99231291235929 | 5.12978987224549 | 0.862287097220564 |
66 | 155 | 167.4569196674 | 1.72801219500799 | -9.34851948665104 | -0.477388271613014 |
67 | 276 | 235.576735692886 | 3.97918721532816 | 13.9468610972378 | 4.0661055587189 |
68 | 224 | 229.403343658031 | 3.63458751758534 | -1.35492718662874 | -0.621745408306792 |
69 | 213 | 215.929708339769 | 3.05316154909365 | 3.89212524524071 | -1.04770782742818 |
70 | 279 | 261.080642326783 | 4.48479954903512 | 1.1348155197288 | 2.57781714868866 |
71 | 268 | 268.964322978434 | 4.60011955725864 | -2.31860305204272 | 0.207997940599125 |
72 | 287 | 280.120920871203 | 4.82012315031682 | 4.27048224745616 | 0.401344183091745 |