Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 10.93 | NA | NA | -0.0365547839506173 | NA |
2 | 10.92 | NA | NA | -0.0274807098765431 | NA |
3 | 10.89 | NA | NA | -0.0150733024691356 | NA |
4 | 10.94 | NA | NA | 0.0140470679012346 | NA |
5 | 10.98 | NA | NA | 0.0176581790123454 | NA |
6 | 10.99 | NA | NA | 0.0255285493827161 | NA |
7 | 11.02 | 11.0164544753086 | 10.9816666666667 | 0.0347878086419748 | 0.00354552469135783 |
8 | 11.04 | 11.0092322530864 | 10.9891666666667 | 0.0200655864197526 | 0.030767746913579 |
9 | 11.05 | 11.0202044753086 | 10.9991666666667 | 0.0210378086419761 | 0.0297955246913606 |
10 | 11.05 | 11.0169174382716 | 11.0091666666667 | 0.00775077160493887 | 0.0330825617283956 |
11 | 11.02 | 11.0059452160494 | 11.0166666666667 | -0.0107214506172841 | 0.014054783950618 |
12 | 10.91 | 10.9727044753086 | 11.02375 | -0.0510455246913582 | -0.0627044753086388 |
13 | 11.01 | 10.992611882716 | 11.0291666666667 | -0.0365547839506173 | 0.0173881172839536 |
14 | 11.02 | 11.0041859567901 | 11.0316666666667 | -0.0274807098765431 | 0.0158140432098808 |
15 | 11.03 | 11.0190933641975 | 11.0341666666667 | -0.0150733024691356 | 0.0109066358024705 |
16 | 11.04 | 11.0507137345679 | 11.0366666666667 | 0.0140470679012346 | -0.0107137345679007 |
17 | 11.06 | 11.056824845679 | 11.0391666666667 | 0.0176581790123454 | 0.00317515432098858 |
18 | 11.08 | 11.0734452160494 | 11.0479166666667 | 0.0255285493827161 | 0.00655478395061593 |
19 | 11.06 | 11.0927044753086 | 11.0579166666667 | 0.0347878086419748 | -0.0327044753086412 |
20 | 11.06 | 11.0833989197531 | 11.0633333333333 | 0.0200655864197526 | -0.0233989197530846 |
21 | 11.09 | 11.0902044753086 | 11.0691666666667 | 0.0210378086419761 | -0.000204475308642316 |
22 | 11.07 | 11.0823341049383 | 11.0745833333333 | 0.00775077160493887 | -0.0123341049382724 |
23 | 11.06 | 11.0667785493827 | 11.0775 | -0.0107214506172841 | -0.00677854938271594 |
24 | 11.08 | 11.026037808642 | 11.0770833333333 | -0.0510455246913582 | 0.0539621913580266 |
25 | 11.08 | 11.0396952160494 | 11.07625 | -0.0365547839506173 | 0.040304783950619 |
26 | 11.08 | 11.0491859567901 | 11.0766666666667 | -0.0274807098765431 | 0.0308140432098796 |
27 | 11.11 | 11.0603433641975 | 11.0754166666667 | -0.0150733024691356 | 0.049656635802469 |
28 | 11.09 | 11.0882137345679 | 11.0741666666667 | 0.0140470679012346 | 0.00178626543210036 |
29 | 11.08 | 11.0901581790123 | 11.0725 | 0.0176581790123454 | -0.0101581790123451 |
30 | 11.05 | 11.0934452160494 | 11.0679166666667 | 0.0255285493827161 | -0.0434452160493812 |
31 | 11.07 | 11.0981211419753 | 11.0633333333333 | 0.0347878086419748 | -0.0281211419753067 |
32 | 11.06 | 11.0792322530864 | 11.0591666666667 | 0.0200655864197526 | -0.0192322530864182 |
33 | 11.06 | 11.0743711419753 | 11.0533333333333 | 0.0210378086419761 | -0.0143711419753085 |
34 | 11.07 | 11.0610841049383 | 11.0533333333333 | 0.00775077160493887 | 0.00891589506172785 |
35 | 11.02 | 11.0505285493827 | 11.06125 | -0.0107214506172841 | -0.0305285493827139 |
36 | 11.01 | 11.0189544753086 | 11.07 | -0.0510455246913582 | -0.00895447530863969 |
37 | 11.04 | 11.040111882716 | 11.0766666666667 | -0.0365547839506173 | -0.000111882716048228 |
38 | 11.02 | 11.0516859567901 | 11.0791666666667 | -0.0274807098765431 | -0.0316859567901222 |
39 | 11.03 | 11.0620100308642 | 11.0770833333333 | -0.0150733024691356 | -0.032010030864198 |
40 | 11.17 | 11.0873804012346 | 11.0733333333333 | 0.0140470679012346 | 0.082619598765433 |
41 | 11.19 | 11.088074845679 | 11.0704166666667 | 0.0176581790123454 | 0.101925154320988 |
42 | 11.15 | 11.0917785493827 | 11.06625 | 0.0255285493827161 | 0.0582214506172836 |
43 | 11.13 | 11.0964544753086 | 11.0616666666667 | 0.0347878086419748 | 0.0335455246913607 |
44 | 11.06 | 11.0817322530864 | 11.0616666666667 | 0.0200655864197526 | -0.0217322530864195 |
45 | 11.01 | 11.0856211419753 | 11.0645833333333 | 0.0210378086419761 | -0.0756211419753097 |
46 | 11.03 | 11.0685841049383 | 11.0608333333333 | 0.00775077160493887 | -0.0385841049382716 |
47 | 10.99 | 11.0388618827161 | 11.0495833333333 | -0.0107214506172841 | -0.0488618827160501 |
48 | 10.94 | 10.992287808642 | 11.0433333333333 | -0.0510455246913582 | -0.0522878086419745 |
49 | 11 | 11.0096952160494 | 11.04625 | -0.0365547839506173 | -0.0096952160493835 |
50 | 11.06 | 11.0258526234568 | 11.0533333333333 | -0.0274807098765431 | 0.0341473765432099 |
51 | 11.06 | 11.0545100308642 | 11.0695833333333 | -0.0150733024691356 | 0.00548996913580169 |
52 | 11.05 | 11.1040470679012 | 11.09 | 0.0140470679012346 | -0.0540470679012337 |
53 | 11.04 | 11.126824845679 | 11.1091666666667 | 0.0176581790123454 | -0.0868248456790113 |
54 | 11.15 | 11.1584452160494 | 11.1329166666667 | 0.0255285493827161 | -0.00844521604938109 |
55 | 11.2 | 11.1856211419753 | 11.1508333333333 | 0.0347878086419748 | 0.014378858024692 |
56 | 11.16 | 11.1792322530864 | 11.1591666666667 | 0.0200655864197526 | -0.0192322530864164 |
57 | 11.3 | 11.1881211419753 | 11.1670833333333 | 0.0210378086419761 | 0.111878858024692 |
58 | 11.23 | 11.1877507716049 | 11.18 | 0.00775077160493887 | 0.0422492283950611 |
59 | 11.25 | 11.1871952160494 | 11.1979166666667 | -0.0107214506172841 | 0.0628047839506181 |
60 | 11.25 | 11.1643711419753 | 11.2154166666667 | -0.0510455246913582 | 0.0856288580246929 |
61 | 11.12 | 11.1946952160494 | 11.23125 | -0.0365547839506173 | -0.074695216049383 |
62 | 11.14 | 11.2233526234568 | 11.2508333333333 | -0.0274807098765431 | -0.0833526234567881 |
63 | 11.17 | 11.2540933641975 | 11.2691666666667 | -0.0150733024691356 | -0.0840933641975301 |
64 | 11.25 | 11.3007137345679 | 11.2866666666667 | 0.0140470679012346 | -0.0507137345679016 |
65 | 11.27 | 11.3259915123457 | 11.3083333333333 | 0.0176581790123454 | -0.0559915123456776 |
66 | 11.34 | 11.3542785493827 | 11.32875 | 0.0255285493827161 | -0.0142785493827162 |
67 | 11.39 | 11.388537808642 | 11.35375 | 0.0347878086419748 | 0.00146219135802639 |
68 | 11.44 | 11.4050655864198 | 11.385 | 0.0200655864197526 | 0.0349344135802454 |
69 | 11.46 | 11.4381211419753 | 11.4170833333333 | 0.0210378086419761 | 0.0218788580246922 |
70 | 11.49 | 11.4548341049383 | 11.4470833333333 | 0.00775077160493887 | 0.0351658950617271 |
71 | 11.51 | 11.4630285493827 | 11.47375 | -0.0107214506172841 | 0.0469714506172849 |
72 | 11.48 | 11.4456211419753 | 11.4966666666667 | -0.0510455246913582 | 0.0343788580246933 |
73 | 11.49 | 11.478861882716 | 11.5154166666667 | -0.0365547839506173 | 0.0111381172839522 |
74 | 11.52 | 11.5041859567901 | 11.5316666666667 | -0.0274807098765431 | 0.015814043209879 |
75 | 11.56 | 11.5307600308642 | 11.5458333333333 | -0.0150733024691356 | 0.029239969135805 |
76 | 11.58 | 11.5727970679012 | 11.55875 | 0.0140470679012346 | 0.00720293209876743 |
77 | 11.58 | 11.589324845679 | 11.5716666666667 | 0.0176581790123454 | -0.00932484567901071 |
78 | 11.58 | 11.611361882716 | 11.5858333333333 | 0.0255285493827161 | -0.0313618827160482 |
79 | 11.6 | 11.6377044753086 | 11.6029166666667 | 0.0347878086419748 | -0.0377044753086402 |
80 | 11.62 | 11.6450655864198 | 11.625 | 0.0200655864197526 | -0.0250655864197533 |
81 | 11.62 | 11.6727044753086 | 11.6516666666667 | 0.0210378086419761 | -0.0527044753086425 |
82 | 11.64 | 11.6927507716049 | 11.685 | 0.00775077160493887 | -0.0527507716049378 |
83 | 11.67 | 11.7142785493827 | 11.725 | -0.0107214506172841 | -0.0442785493827156 |
84 | 11.66 | 11.718537808642 | 11.7695833333333 | -0.0510455246913582 | -0.0585378086419759 |
85 | 11.72 | 11.7813618827161 | 11.8179166666667 | -0.0365547839506173 | -0.0613618827160494 |
86 | 11.82 | 11.8400192901235 | 11.8675 | -0.0274807098765431 | -0.0200192901234573 |
87 | 11.9 | 11.9028433641975 | 11.9179166666667 | -0.0150733024691356 | -0.00284336419753117 |
88 | 12.04 | 11.9827970679012 | 11.96875 | 0.0140470679012346 | 0.0572029320987664 |
89 | 12.08 | 12.0364081790123 | 12.01875 | 0.0176581790123454 | 0.0435918209876558 |
90 | 12.15 | 12.0942785493827 | 12.06875 | 0.0255285493827161 | 0.0557214506172841 |
91 | 12.19 | 12.154787808642 | 12.12 | 0.0347878086419748 | 0.0352121913580241 |
92 | 12.22 | 12.1892322530864 | 12.1691666666667 | 0.0200655864197526 | 0.0307677469135825 |
93 | 12.23 | 12.2352044753086 | 12.2141666666667 | 0.0210378086419761 | -0.00520447530864132 |
94 | 12.25 | 12.2598341049383 | 12.2520833333333 | 0.00775077160493887 | -0.00983410493827108 |
95 | 12.26 | 12.2742785493827 | 12.285 | -0.0107214506172841 | -0.0142785493827144 |
96 | 12.27 | 12.2652044753086 | 12.31625 | -0.0510455246913582 | 0.00479552469136024 |
97 | 12.34 | 12.3071952160494 | 12.34375 | -0.0365547839506173 | 0.0328047839506169 |
98 | 12.38 | 12.3404359567901 | 12.3679166666667 | -0.0274807098765431 | 0.0395640432098769 |
99 | 12.42 | 12.3736766975309 | 12.38875 | -0.0150733024691356 | 0.046323302469137 |
100 | 12.43 | 12.4207137345679 | 12.4066666666667 | 0.0140470679012346 | 0.00928626543210065 |
101 | 12.48 | 12.440574845679 | 12.4229166666667 | 0.0176581790123454 | 0.0394251543209894 |
102 | 12.5 | 12.4609452160494 | 12.4354166666667 | 0.0255285493827161 | 0.0390547839506166 |
103 | 12.5 | 12.4781211419753 | 12.4433333333333 | 0.0347878086419748 | 0.021878858024694 |
104 | 12.49 | 12.4663155864198 | 12.44625 | 0.0200655864197526 | 0.0236844135802485 |
105 | 12.46 | 12.4639544753086 | 12.4429166666667 | 0.0210378086419761 | -0.00395447530863891 |
106 | 12.45 | 12.4444174382716 | 12.4366666666667 | 0.00775077160493887 | 0.00558256172839755 |
107 | 12.45 | 12.417611882716 | 12.4283333333333 | -0.0107214506172841 | 0.0323881172839524 |
108 | 12.38 | 12.364787808642 | 12.4158333333333 | -0.0510455246913582 | 0.0152121913580263 |
109 | 12.42 | 12.3642785493827 | 12.4008333333333 | -0.0365547839506173 | 0.0557214506172841 |
110 | 12.37 | 12.3596026234568 | 12.3870833333333 | -0.0274807098765431 | 0.0103973765432119 |
111 | 12.35 | 12.3611766975309 | 12.37625 | -0.0150733024691356 | -0.011176697530864 |
112 | 12.35 | 12.3811304012346 | 12.3670833333333 | 0.0140470679012346 | -0.0311304012345683 |
113 | 12.36 | 12.374324845679 | 12.3566666666667 | 0.0176581790123454 | -0.0143248456790133 |
114 | 12.32 | 12.3705285493827 | 12.345 | 0.0255285493827161 | -0.0505285493827152 |
115 | 12.32 | NA | NA | 0.0347878086419748 | NA |
116 | 12.34 | NA | NA | 0.0200655864197526 | NA |
117 | 12.35 | NA | NA | 0.0210378086419761 | NA |
118 | 12.34 | NA | NA | 0.00775077160493887 | NA |
119 | 12.31 | NA | NA | -0.0107214506172841 | NA |
120 | 12.24 | NA | NA | -0.0510455246913582 | NA |