Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 0.7461 | NA | NA | 1.00447820979037 | NA |
2 | 0.7775 | NA | NA | 0.987963294714205 | NA |
3 | 0.779 | NA | NA | 0.980072838319878 | NA |
4 | 0.7744 | NA | NA | 0.976032293476133 | NA |
5 | 0.7905 | NA | NA | 0.993203799768895 | NA |
6 | 0.7719 | NA | NA | 0.978112983912604 | NA |
7 | 0.7811 | 0.774374085534364 | 0.767441666666667 | 1.00903315413901 | 1.00868561408663 |
8 | 0.7557 | 0.783538502032904 | 0.765941666666667 | 1.02297411948199 | 0.964470792487317 |
9 | 0.7637 | 0.784150485167401 | 0.762445833333333 | 1.02846713941524 | 0.97392020338668 |
10 | 0.7595 | 0.787820559974768 | 0.759583333333333 | 1.03717462640672 | 0.964052017155181 |
11 | 0.7471 | 0.752316113535205 | 0.756429166666667 | 0.994562540271171 | 0.993066593362338 |
12 | 0.7615 | 0.74283727314509 | 0.751916666666667 | 0.987925000303789 | 1.02512357353299 |
13 | 0.7487 | 0.751814272095224 | 0.7484625 | 1.00447820979037 | 0.995857657654537 |
14 | 0.7389 | 0.738671339861715 | 0.747670833333333 | 0.987963294714205 | 1.00030955599053 |
15 | 0.7337 | 0.732261421150697 | 0.74715 | 0.980072838319878 | 1.00196457003981 |
16 | 0.751 | 0.728669109098275 | 0.7465625 | 0.976032293476133 | 1.03064613364681 |
17 | 0.7382 | 0.742395010232255 | 0.747475 | 0.993203799768895 | 0.994349355566193 |
18 | 0.7159 | 0.731200587536166 | 0.7475625 | 0.978112983912604 | 0.979074705632114 |
19 | 0.7542 | 0.754609648627666 | 0.747854166666666 | 1.00903315413901 | 0.999457138364967 |
20 | 0.7636 | 0.767874210828336 | 0.750629166666667 | 1.02297411948199 | 0.994433709625792 |
21 | 0.7433 | 0.776441266901534 | 0.75495 | 1.02846713941524 | 0.957316453524182 |
22 | 0.7658 | 0.786411731107233 | 0.758225 | 1.03717462640672 | 0.973790153056069 |
23 | 0.7627 | 0.757036141590909 | 0.761175 | 0.994562540271171 | 1.00748162220788 |
24 | 0.748 | 0.757783755128853 | 0.767045833333333 | 0.987925000303789 | 0.987088988035657 |
25 | 0.7692 | 0.777332203949773 | 0.773866666666667 | 1.00447820979037 | 0.9895383159112 |
26 | 0.785 | 0.77004329098262 | 0.779425 | 0.987963294714205 | 1.01942320541264 |
27 | 0.7913 | 0.770680276412836 | 0.78635 | 0.980072838319878 | 1.02675522420677 |
28 | 0.772 | 0.775506458781461 | 0.79455 | 0.976032293476133 | 0.995478491840067 |
29 | 0.788 | 0.795361741204097 | 0.800804166666667 | 0.993203799768895 | 0.99074415976691 |
30 | 0.807 | 0.791158913450008 | 0.8088625 | 0.978112983912604 | 1.02002263550431 |
31 | 0.8268 | 0.828239638746151 | 0.820825 | 1.00903315413901 | 0.998261808927268 |
32 | 0.8244 | 0.850504945329494 | 0.831404166666667 | 1.02297411948199 | 0.969306533168504 |
33 | 0.8487 | 0.863291031545404 | 0.839395833333333 | 1.02846713941524 | 0.983098363110197 |
34 | 0.8572 | 0.879532726314782 | 0.848008333333333 | 1.03717462640672 | 0.974608419167805 |
35 | 0.8214 | 0.854793351278396 | 0.859466666666667 | 0.994562540271171 | 0.960934006764964 |
36 | 0.8827 | 0.860186297764509 | 0.8707 | 0.987925000303789 | 1.02617305378382 |
37 | 0.9216 | 0.883719002344196 | 0.879779166666667 | 1.00447820979037 | 1.04286543296604 |
38 | 0.8865 | 0.879003292848412 | 0.8897125 | 0.987963294714205 | 1.00852864512861 |
39 | 0.8816 | 0.882004299935496 | 0.8999375 | 0.980072838319878 | 0.999541612285195 |
40 | 0.8884 | 0.886505731357034 | 0.908275 | 0.976032293476133 | 1.00213678104491 |
41 | 0.9466 | 0.907428236611354 | 0.9136375 | 0.993203799768895 | 1.04316789119868 |
42 | 0.918 | 0.891986060208333 | 0.911945833333333 | 0.978112983912604 | 1.02916406539536 |
43 | 0.9337 | 0.90602768632065 | 0.897916666666667 | 1.00903315413901 | 1.03054245923955 |
44 | 0.9559 | 0.89796241968913 | 0.877795833333333 | 1.02297411948199 | 1.06452116373748 |
45 | 0.9626 | 0.884867415074386 | 0.860375 | 1.02846713941524 | 1.08784658989740 |
46 | 0.9434 | 0.873629474066151 | 0.842316666666667 | 1.03717462640672 | 1.07986283430791 |
47 | 0.8639 | 0.815118593942745 | 0.819575 | 0.994562540271171 | 1.05984577755894 |
48 | 0.7996 | 0.787783744304745 | 0.7974125 | 0.987925000303789 | 1.01499936471231 |
49 | 0.668 | NA | 0.779166666666667 | NA | NA |
50 | 0.6572 | NA | 0.763670833333333 | NA | NA |
51 | 0.6928 | NA | 0.750508333333333 | NA | NA |
52 | 0.6438 | NA | 0.739404166666667 | NA | NA |
53 | 0.6454 | NA | 0.733575 | NA | NA |
54 | 0.6873 | NA | NA | NA | NA |
55 | 0.7265 | NA | NA | NA | NA |
56 | 0.7912 | NA | NA | NA | NA |
57 | 0.8114 | NA | NA | NA | NA |
58 | 0.8281 | NA | NA | NA | NA |
59 | 0.8393 | NA | NA | NA | NA |