Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 2 | NA | NA | -0.0540675 | NA |
2 | 2.2 | NA | NA | 0.0215278 | NA |
3 | 1.9 | NA | NA | 0.0548611 | NA |
4 | 2.3 | NA | NA | -0.0290675 | NA |
5 | 2.2 | NA | NA | -0.0183532 | NA |
6 | 2.3 | NA | NA | -0.0385913 | NA |
7 | 2.1 | 2.09177 | 2.075 | 0.0167659 | 0.00823413 |
8 | 2.4 | 2.08105 | 2.05833 | 0.0227183 | 0.318948 |
9 | 2.3 | 2.10486 | 2.06667 | 0.0381944 | 0.195139 |
10 | 1.9 | 2.0626 | 2.07917 | -0.0165675 | -0.162599 |
11 | 1.6 | 2.037 | 2.075 | -0.037996 | -0.437004 |
12 | 1.8 | 2.10308 | 2.0625 | 0.0405754 | -0.303075 |
13 | 1.8 | 1.99177 | 2.04583 | -0.0540675 | -0.191766 |
14 | 2 | 2.04236 | 2.02083 | 0.0215278 | -0.0423611 |
15 | 2.3 | 2.02153 | 1.96667 | 0.0548611 | 0.278472 |
16 | 2.2 | 1.89177 | 1.92083 | -0.0290675 | 0.308234 |
17 | 2.2 | 1.88581 | 1.90417 | -0.0183532 | 0.314187 |
18 | 2 | 1.86974 | 1.90833 | -0.0385913 | 0.130258 |
19 | 2 | 1.92093 | 1.90417 | 0.0167659 | 0.0790675 |
20 | 1.9 | 1.89355 | 1.87083 | 0.0227183 | 0.00644841 |
21 | 1.5 | 1.87153 | 1.83333 | 0.0381944 | -0.371528 |
22 | 1.6 | 1.75427 | 1.77083 | -0.0165675 | -0.154266 |
23 | 1.5 | 1.65784 | 1.69583 | -0.037996 | -0.157837 |
24 | 2 | 1.71141 | 1.67083 | 0.0405754 | 0.288591 |
25 | 1.5 | 1.63343 | 1.6875 | -0.0540675 | -0.133433 |
26 | 1.5 | 1.75069 | 1.72917 | 0.0215278 | -0.250694 |
27 | 1.9 | 1.87153 | 1.81667 | 0.0548611 | 0.0284722 |
28 | 1.1 | 1.9126 | 1.94167 | -0.0290675 | -0.812599 |
29 | 1.5 | 2.06081 | 2.07917 | -0.0183532 | -0.560813 |
30 | 2.1 | 2.15724 | 2.19583 | -0.0385913 | -0.0572421 |
31 | 2.3 | 2.32093 | 2.30417 | 0.0167659 | -0.0209325 |
32 | 2.6 | 2.46438 | 2.44167 | 0.0227183 | 0.135615 |
33 | 2.9 | 2.58819 | 2.55 | 0.0381944 | 0.311806 |
34 | 3.2 | 2.67093 | 2.6875 | -0.0165675 | 0.529067 |
35 | 3.2 | 2.82034 | 2.85833 | -0.037996 | 0.379663 |
36 | 3.1 | 2.99058 | 2.95 | 0.0405754 | 0.109425 |
37 | 3 | 2.93343 | 2.9875 | -0.0540675 | 0.0665675 |
38 | 3.3 | 3.00486 | 2.98333 | 0.0215278 | 0.295139 |
39 | 2.7 | 3.01319 | 2.95833 | 0.0548611 | -0.313194 |
40 | 3.6 | 2.8751 | 2.90417 | -0.0290675 | 0.724901 |
41 | 3.1 | 2.78165 | 2.8 | -0.0183532 | 0.318353 |
42 | 2.7 | 2.64474 | 2.68333 | -0.0385913 | 0.0552579 |
43 | 2.6 | 2.5876 | 2.57083 | 0.0167659 | 0.0124008 |
44 | 2.2 | 2.45188 | 2.42917 | 0.0227183 | -0.251885 |
45 | 2.7 | 2.31736 | 2.27917 | 0.0381944 | 0.382639 |
46 | 2.1 | 2.1001 | 2.11667 | -0.0165675 | -9.92063e-05 |
47 | 1.8 | 1.912 | 1.95 | -0.037996 | -0.112004 |
48 | 1.7 | 1.86558 | 1.825 | 0.0405754 | -0.165575 |
49 | 1.7 | 1.6501 | 1.70417 | -0.0540675 | 0.0499008 |
50 | 1.2 | 1.62153 | 1.6 | 0.0215278 | -0.421528 |
51 | 1.2 | 1.55486 | 1.5 | 0.0548611 | -0.354861 |
52 | 1.2 | 1.39177 | 1.42083 | -0.0290675 | -0.191766 |
53 | 1.5 | 1.38581 | 1.40417 | -0.0183532 | 0.114187 |
54 | 1.3 | 1.36558 | 1.40417 | -0.0385913 | -0.0655754 |
55 | 1.1 | 1.43343 | 1.41667 | 0.0167659 | -0.333433 |
56 | 1.2 | 1.49772 | 1.475 | 0.0227183 | -0.297718 |
57 | 1.3 | 1.60069 | 1.5625 | 0.0381944 | -0.300694 |
58 | 1.6 | 1.62927 | 1.64583 | -0.0165675 | -0.0292659 |
59 | 1.9 | 1.65367 | 1.69167 | -0.037996 | 0.246329 |
60 | 1.6 | 1.75724 | 1.71667 | 0.0405754 | -0.157242 |
61 | 2.1 | 1.7251 | 1.77917 | -0.0540675 | 0.374901 |
62 | 2.2 | 1.87986 | 1.85833 | 0.0215278 | 0.320139 |
63 | 2.3 | 1.95486 | 1.9 | 0.0548611 | 0.345139 |
64 | 2.1 | 1.8751 | 1.90417 | -0.0290675 | 0.224901 |
65 | 1.7 | 1.87331 | 1.89167 | -0.0183532 | -0.173313 |
66 | 1.7 | 1.86974 | 1.90833 | -0.0385913 | -0.169742 |
67 | 2.2 | 1.97093 | 1.95417 | 0.0167659 | 0.229067 |
68 | 2 | 2.01438 | 1.99167 | 0.0227183 | -0.0143849 |
69 | 1.5 | 2.04653 | 2.00833 | 0.0381944 | -0.546528 |
70 | 1.5 | 2.0001 | 2.01667 | -0.0165675 | -0.500099 |
71 | 1.7 | 2.02867 | 2.06667 | -0.037996 | -0.328671 |
72 | 2.2 | 2.19058 | 2.15 | 0.0405754 | 0.0094246 |
73 | 2.6 | 2.1501 | 2.20417 | -0.0540675 | 0.449901 |
74 | 2.6 | 2.25903 | 2.2375 | 0.0215278 | 0.340972 |
75 | 2.3 | 2.36319 | 2.30833 | 0.0548611 | -0.0631944 |
76 | 2.3 | 2.3751 | 2.40417 | -0.0290675 | -0.0750992 |
77 | 2.7 | 2.46915 | 2.4875 | -0.0183532 | 0.230853 |
78 | 2.7 | 2.49474 | 2.53333 | -0.0385913 | 0.205258 |
79 | 2.5 | 2.50843 | 2.49167 | 0.0167659 | -0.00843254 |
80 | 2.5 | 2.43105 | 2.40833 | 0.0227183 | 0.0689484 |
81 | 2.7 | 2.40486 | 2.36667 | 0.0381944 | 0.295139 |
82 | 2.6 | 2.31677 | 2.33333 | -0.0165675 | 0.283234 |
83 | 2.6 | 2.2245 | 2.2625 | -0.037996 | 0.375496 |
84 | 2.4 | 2.21558 | 2.175 | 0.0405754 | 0.184425 |
85 | 1.4 | 2.0501 | 2.10417 | -0.0540675 | -0.650099 |
86 | 1.8 | 2.07569 | 2.05417 | 0.0215278 | -0.275694 |
87 | 2.1 | 2.05486 | 2 | 0.0548611 | 0.0451389 |
88 | 1.7 | 1.9126 | 1.94167 | -0.0290675 | -0.212599 |
89 | 1.6 | 1.87748 | 1.89583 | -0.0183532 | -0.27748 |
90 | 1.7 | 1.83224 | 1.87083 | -0.0385913 | -0.132242 |
91 | 1.8 | NA | NA | 0.0167659 | NA |
92 | 2 | NA | NA | 0.0227183 | NA |
93 | 1.9 | NA | NA | 0.0381944 | NA |
94 | 2 | NA | NA | -0.0165675 | NA |
95 | 2.1 | NA | NA | -0.037996 | NA |
96 | 2.3 | NA | NA | 0.0405754 | NA |