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 | 16.2 | 17.7529106330725 | -1.24079060096212 | 15.8878799678896 | 1.55291063307252 |
2 | 16.7 | 17.7338339430023 | -0.645628693858412 | 16.3117947508561 | 1.03383394300231 |
3 | 18.4 | 18.8347584684581 | 1.22953199771934 | 16.7357095338226 | 0.43475846845806 |
4 | 16 | 15.1430664977010 | -0.329726188549798 | 17.1866596908488 | -0.856933502299022 |
5 | 16.5 | 15.7713757163297 | -0.408985564204701 | 17.6376098478750 | -0.728624283670342 |
6 | 18.2 | 16.9820673004599 | 1.31801344441013 | 18.0999192551300 | -1.21793269954011 |
7 | 16.8 | 15.8527594204671 | -0.814988082852054 | 18.5622286623849 | -0.94724057953286 |
8 | 17.3 | 15.9804923499207 | -0.403556778697102 | 19.0230644287764 | -1.31950765007928 |
9 | 18 | 17.0682266648122 | -0.552126859980067 | 19.4839001951678 | -0.931773335187778 |
10 | 19.6 | 18.8057202089458 | 0.388887421522159 | 20.0053923695320 | -0.794279791054205 |
11 | 23.3 | 25.1632152561489 | 0.90990019995485 | 20.5268845438962 | 1.86321525614891 |
12 | 23.7 | 25.8671667873304 | 0.549470230541295 | 20.9833629821283 | 2.16716678733043 |
13 | 20.3 | 20.4009491806018 | -1.24079060096212 | 21.4398414203603 | 0.100949180601813 |
14 | 22.8 | 24.5372319934486 | -0.645628693858412 | 21.7083967004098 | 1.73723199344863 |
15 | 24.3 | 25.3935160218214 | 1.22953199771934 | 21.9769519804593 | 1.09351602182139 |
16 | 21.5 | 21.3389218422696 | -0.329726188549798 | 21.9908043462802 | -0.161078157730358 |
17 | 23.5 | 25.4043288521037 | -0.408985564204701 | 22.0046567121010 | 1.90432885210365 |
18 | 22.2 | 21.2964962129089 | 1.31801344441013 | 21.7854903426809 | -0.903503787091076 |
19 | 20.9 | 21.0486641095912 | -0.814988082852054 | 21.5663239732608 | 0.148664109591206 |
20 | 22.2 | 23.54268613486 | -0.403556778697102 | 21.2608706438371 | 1.34268613486002 |
21 | 19.5 | 18.5967095455667 | -0.552126859980067 | 20.9554173144133 | -0.90329045443325 |
22 | 21.1 | 21.1630507658102 | 0.388887421522159 | 20.6480618126676 | 0.0630507658102388 |
23 | 22 | 22.7493934891233 | 0.90990019995485 | 20.3407063109219 | 0.74939348912326 |
24 | 19.2 | 17.7758535492377 | 0.549470230541295 | 20.074676220221 | -1.42414645076228 |
25 | 17.8 | 17.0321444714420 | -1.24079060096212 | 19.8086461295201 | -0.76785552855797 |
26 | 19.2 | 19.4528892494031 | -0.645628693858412 | 19.5927394444553 | 0.252889249403150 |
27 | 19.9 | 19.1936352428902 | 1.22953199771934 | 19.3768327593904 | -0.706364757109771 |
28 | 19.6 | 20.307575931795 | -0.329726188549798 | 19.2221502567548 | 0.707575931794977 |
29 | 18.1 | 17.5415178100855 | -0.408985564204701 | 19.0674677541192 | -0.558482189914514 |
30 | 20.4 | 20.5361872764974 | 1.31801344441013 | 18.9457992790924 | 0.136187276497431 |
31 | 18.1 | 18.1908572787864 | -0.814988082852054 | 18.8241308040657 | 0.0908572787863946 |
32 | 18.6 | 18.8998222648226 | -0.403556778697102 | 18.7037345138745 | 0.299822264822637 |
33 | 17.6 | 17.1687886362968 | -0.552126859980067 | 18.5833382236833 | -0.431211363703202 |
34 | 19.4 | 19.9203716058627 | 0.388887421522159 | 18.4907409726152 | 0.520371605862675 |
35 | 19.3 | 19.2919560784981 | 0.90990019995485 | 18.3981437215471 | -0.00804392150191191 |
36 | 18.6 | 18.2788271890347 | 0.549470230541295 | 18.371702580424 | -0.321172810965301 |
37 | 16.9 | 16.6955291616612 | -1.24079060096212 | 18.3452614393010 | -0.204470838338835 |
38 | 16.4 | 15.0851952227374 | -0.645628693858412 | 18.360433471121 | -1.31480477726258 |
39 | 19 | 18.3948624993396 | 1.22953199771934 | 18.3756055029410 | -0.605137500660366 |
40 | 18.7 | 19.3622526741488 | -0.329726188549798 | 18.3674735144010 | 0.662252674148828 |
41 | 17.1 | 16.2496440383438 | -0.408985564204701 | 18.3593415258609 | -0.850355961656213 |
42 | 21.5 | 23.3843935371597 | 1.31801344441013 | 18.2975930184302 | 1.88439353715971 |
43 | 17.8 | 18.1791435718526 | -0.814988082852054 | 18.2358445109994 | 0.379143571852644 |
44 | 18.1 | 18.4829281561925 | -0.403556778697102 | 18.1206286225046 | 0.382928156192513 |
45 | 19 | 20.5467141259703 | -0.552126859980067 | 18.0054127340098 | 1.5467141259703 |
46 | 18.9 | 19.5630156458498 | 0.388887421522159 | 17.8480969326281 | 0.663015645849786 |
47 | 16.8 | 14.9993186687988 | 0.90990019995485 | 17.6907811312463 | -1.80068133120119 |
48 | 18.1 | 18.1367504079296 | 0.549470230541295 | 17.5137793615292 | 0.0367504079295529 |
49 | 15.7 | 15.3040130091502 | -1.24079060096212 | 17.3367775918120 | -0.395986990849849 |
50 | 15.1 | 13.6632164232756 | -0.645628693858412 | 17.1824122705828 | -1.43678357672439 |
51 | 18.3 | 18.3424210529270 | 1.22953199771934 | 17.0280469493536 | 0.0424210529270255 |
52 | 16.5 | 16.3949103896600 | -0.329726188549798 | 16.9348157988898 | -0.105089610339974 |
53 | 16.9 | 17.3674009157788 | -0.408985564204701 | 16.8415846484259 | 0.467400915778793 |
54 | 18.4 | 18.7314983770573 | 1.31801344441013 | 16.7504881785325 | 0.331498377057336 |
55 | 16.4 | 16.9555963742129 | -0.814988082852054 | 16.6593917086392 | 0.55559637421289 |
56 | 15.7 | 15.2285527172126 | -0.403556778697102 | 16.5750040614845 | -0.471447282787384 |
57 | 16.9 | 17.8615104456503 | -0.552126859980067 | 16.4906164143298 | 0.961510445650262 |
58 | 16.6 | 16.4044061707598 | 0.388887421522159 | 16.406706407718 | -0.195593829240174 |
59 | 16.7 | 16.1673033989389 | 0.90990019995485 | 16.3227964011062 | -0.532696601061078 |
60 | 16.6 | 16.4149638779918 | 0.549470230541295 | 16.2355658914669 | -0.185036122008185 |