Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 14.14 | NA | NA | -0.00917245370370348 | NA |
2 | 14.16 | NA | NA | 0.0348553240740739 | NA |
3 | 14.21 | NA | NA | 0.0443692129629627 | NA |
4 | 14.26 | NA | NA | 0.0286747685185181 | NA |
5 | 14.29 | NA | NA | 0.019299768518518 | NA |
6 | 14.32 | NA | NA | -0.00354745370370415 | NA |
7 | 14.33 | 14.3349247685185 | 14.34625 | -0.011325231481482 | -0.0049247685185172 |
8 | 14.39 | 14.3599247685185 | 14.38 | -0.0200752314814805 | 0.0300752314814829 |
9 | 14.48 | 14.4038831018519 | 14.4145833333333 | -0.0107002314814808 | 0.0761168981481504 |
10 | 14.44 | 14.4292997685185 | 14.4466666666667 | -0.0173668981481488 | 0.0107002314814828 |
11 | 14.46 | 14.4530497685185 | 14.475 | -0.0219502314814812 | 0.00695023148148266 |
12 | 14.48 | 14.4690219907407 | 14.5020833333333 | -0.033061342592592 | 0.0109780092592615 |
13 | 14.53 | 14.521244212963 | 14.5304166666667 | -0.00917245370370348 | 0.00875578703703717 |
14 | 14.58 | 14.5927719907407 | 14.5579166666667 | 0.0348553240740739 | -0.01277199074074 |
15 | 14.62 | 14.6277025462963 | 14.5833333333333 | 0.0443692129629627 | -0.00770254629629719 |
16 | 14.62 | 14.6411747685185 | 14.6125 | 0.0286747685185181 | -0.0211747685185184 |
17 | 14.61 | 14.6663831018519 | 14.6470833333333 | 0.019299768518518 | -0.0563831018518517 |
18 | 14.65 | 14.6785358796296 | 14.6820833333333 | -0.00354745370370415 | -0.0285358796296276 |
19 | 14.68 | 14.7128414351852 | 14.7241666666667 | -0.011325231481482 | -0.0328414351851833 |
20 | 14.7 | 14.7570081018519 | 14.7770833333333 | -0.0200752314814805 | -0.0570081018518511 |
21 | 14.78 | 14.8238831018519 | 14.8345833333333 | -0.0107002314814808 | -0.0438831018518524 |
22 | 14.84 | 14.8776331018519 | 14.895 | -0.0173668981481488 | -0.037633101851851 |
23 | 14.89 | 14.9367997685185 | 14.95875 | -0.0219502314814812 | -0.0467997685185182 |
24 | 14.89 | 14.9898553240741 | 15.0229166666667 | -0.033061342592592 | -0.0998553240740723 |
25 | 15.13 | 15.0754108796296 | 15.0845833333333 | -0.00917245370370348 | 0.0545891203703732 |
26 | 15.25 | 15.1819386574074 | 15.1470833333333 | 0.0348553240740739 | 0.0680613425925909 |
27 | 15.33 | 15.2552025462963 | 15.2108333333333 | 0.0443692129629627 | 0.0747974537037042 |
28 | 15.36 | 15.3007581018519 | 15.2720833333333 | 0.0286747685185181 | 0.059241898148148 |
29 | 15.4 | 15.3501331018519 | 15.3308333333333 | 0.019299768518518 | 0.0498668981481476 |
30 | 15.4 | 15.388119212963 | 15.3916666666667 | -0.00354745370370415 | 0.0118807870370379 |
31 | 15.41 | 15.4378414351852 | 15.4491666666667 | -0.011325231481482 | -0.0278414351851843 |
32 | 15.47 | 15.4803414351852 | 15.5004166666667 | -0.0200752314814805 | -0.0103414351851825 |
33 | 15.54 | 15.5384664351852 | 15.5491666666667 | -0.0107002314814808 | 0.00153356481481737 |
34 | 15.55 | 15.5792997685185 | 15.5966666666667 | -0.0173668981481488 | -0.0292997685185146 |
35 | 15.59 | 15.6209664351852 | 15.6429166666667 | -0.0219502314814812 | -0.0309664351851833 |
36 | 15.65 | 15.6548553240741 | 15.6879166666667 | -0.033061342592592 | -0.00485532407407163 |
37 | 15.75 | 15.7258275462963 | 15.735 | -0.00917245370370348 | 0.024172453703704 |
38 | 15.86 | 15.8156886574074 | 15.7808333333333 | 0.0348553240740739 | 0.044311342592593 |
39 | 15.89 | 15.8685358796296 | 15.8241666666667 | 0.0443692129629627 | 0.0214641203703732 |
40 | 15.94 | 15.8965914351852 | 15.8679166666667 | 0.0286747685185181 | 0.043408564814813 |
41 | 15.93 | 15.9292997685185 | 15.91 | 0.019299768518518 | 0.000700231481481239 |
42 | 15.95 | 15.945619212963 | 15.9491666666667 | -0.00354745370370415 | 0.00438078703703759 |
43 | 15.99 | 15.9736747685185 | 15.985 | -0.011325231481482 | 0.016325231481483 |
44 | 15.99 | 15.9949247685185 | 16.015 | -0.0200752314814805 | -0.0049247685185172 |
45 | 16.06 | 16.0347164351852 | 16.0454166666667 | -0.0107002314814808 | 0.0252835648148135 |
46 | 16.08 | 16.0651331018518 | 16.0825 | -0.0173668981481488 | 0.0148668981481492 |
47 | 16.07 | 16.1038831018518 | 16.1258333333333 | -0.0219502314814812 | -0.0338831018518491 |
48 | 16.11 | 16.1390219907407 | 16.1720833333333 | -0.033061342592592 | -0.0290219907407412 |
49 | 16.15 | 16.2104108796296 | 16.2195833333333 | -0.00917245370370348 | -0.0604108796296288 |
50 | 16.18 | 16.3061053240741 | 16.27125 | 0.0348553240740739 | -0.126105324074071 |
51 | 16.3 | 16.3677025462963 | 16.3233333333333 | 0.0443692129629627 | -0.0677025462962924 |
52 | 16.42 | 16.4074247685185 | 16.37875 | 0.0286747685185181 | 0.0125752314814882 |
53 | 16.49 | 16.4634664351852 | 16.4441666666667 | 0.019299768518518 | 0.0265335648148159 |
54 | 16.5 | 16.509369212963 | 16.5129166666667 | -0.00354745370370415 | -0.00936921296296234 |
55 | 16.58 | 16.5686747685185 | 16.58 | -0.011325231481482 | 0.0113252314814822 |
56 | 16.64 | 16.6320081018518 | 16.6520833333333 | -0.0200752314814805 | 0.00799189814815193 |
57 | 16.66 | 16.7159664351852 | 16.7266666666667 | -0.0107002314814808 | -0.0559664351851836 |
58 | 16.81 | 16.7759664351852 | 16.7933333333333 | -0.0173668981481488 | 0.0340335648148162 |
59 | 16.91 | 16.8347164351852 | 16.8566666666667 | -0.0219502314814812 | 0.0752835648148142 |
60 | 16.92 | 16.8911053240741 | 16.9241666666667 | -0.033061342592592 | 0.0288946759259296 |
61 | 16.95 | 16.983744212963 | 16.9929166666667 | -0.00917245370370348 | -0.0337442129629615 |
62 | 17.11 | 17.0944386574074 | 17.0595833333333 | 0.0348553240740739 | 0.0155613425925978 |
63 | 17.16 | 17.1697858796296 | 17.1254166666667 | 0.0443692129629627 | -0.00978587962962862 |
64 | 17.16 | 17.2157581018518 | 17.1870833333333 | 0.0286747685185181 | -0.0557581018518469 |
65 | 17.27 | 17.2622164351852 | 17.2429166666667 | 0.019299768518518 | 0.00778356481481879 |
66 | 17.34 | 17.296869212963 | 17.3004166666667 | -0.00354745370370415 | 0.0431307870370397 |
67 | 17.39 | 17.3474247685185 | 17.35875 | -0.011325231481482 | 0.0425752314814822 |
68 | 17.43 | 17.3911747685185 | 17.41125 | -0.0200752314814805 | 0.0388252314814821 |
69 | 17.45 | 17.4484664351852 | 17.4591666666667 | -0.0107002314814808 | 0.00153356481481381 |
70 | 17.5 | 17.4880497685185 | 17.5054166666667 | -0.0173668981481488 | 0.0119502314814852 |
71 | 17.56 | 17.5259664351852 | 17.5479166666667 | -0.0219502314814812 | 0.0340335648148127 |
72 | 17.65 | 17.5515219907407 | 17.5845833333333 | -0.033061342592592 | 0.0984780092592601 |
73 | 17.62 | 17.608744212963 | 17.6179166666667 | -0.00917245370370348 | 0.0112557870370438 |
74 | 17.7 | 17.6844386574074 | 17.6495833333333 | 0.0348553240740739 | 0.0155613425925942 |
75 | 17.72 | 17.7264525462963 | 17.6820833333333 | 0.0443692129629627 | -0.00645254629629477 |
76 | 17.71 | 17.7436747685185 | 17.715 | 0.0286747685185181 | -0.0336747685185195 |
77 | 17.74 | 17.7638831018518 | 17.7445833333333 | 0.019299768518518 | -0.0238831018518511 |
78 | 17.75 | 17.766869212963 | 17.7704166666667 | -0.00354745370370415 | -0.0168692129629626 |
79 | 17.78 | NA | NA | -0.011325231481482 | NA |
80 | 17.8 | NA | NA | -0.0200752314814805 | NA |
81 | 17.86 | NA | NA | -0.0107002314814808 | NA |
82 | 17.88 | NA | NA | -0.0173668981481488 | NA |
83 | 17.89 | NA | NA | -0.0219502314814812 | NA |
84 | 17.94 | NA | NA | -0.033061342592592 | NA |