Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1102.43NANA-0.675492NA
2102.43NANA-0.93952NA
3102.43NANA-1.20355NA
4102.43NANA-0.714242NA
5104.2NANA1.07173NA
6104.2NANA1.1727NA
7104.2104.483103.6840.799161-0.282911
8104.2104.409103.8310.577494-0.208744
9104.2104.335103.9790.355828-0.134578
10104.2104.241104.1260.114786-0.0410359
11104.2104.215104.363-0.147436-0.0150637
12104.2104.322104.733-0.411464-0.121869
13104.2104.475105.15-0.675492-0.274508
14104.2104.627105.567-0.93952-0.427147
15104.2104.78105.983-1.20355-0.579786
16104.2105.686106.4-0.714242-1.48576
17108.1107.888106.8171.071730.211603
18109.2108.406107.2331.17270.793964
19109.2108.449107.650.7991610.750839
20109.2108.644108.0670.5774940.555839
21109.2108.839108.4830.3558280.360839
22109.2109.015108.90.1147860.185214
23109.2109.128109.275-0.1474360.0724363
24109.2109.151109.562-0.4114640.0489641
25109.2109.129109.804-0.6754920.0713252
26109.2109.106110.046-0.939520.0936863
27109.2109.084110.287-1.203550.116047
28109.2109.815110.529-0.714242-0.614925
29112.1111.843110.7711.071730.257436
30112.1112.185111.0121.1727-0.0852025
31112.1112.053111.2540.7991610.0466725
32112.1112.073111.4960.5774940.0266725
33112.1112.093111.7380.3558280.00667245
34112.1112.094111.9790.1147860.00604745
35112.1112.065112.213-0.1474360.0345197
36112.1112.027112.439-0.4114640.0727141
37112.1111.989112.665-0.6754920.110909
38112.1111.951112.89-0.939520.149103
39112.1111.913113.116-1.203550.187297
40112.1112.628113.342-0.714242-0.527841
41114.81114.64113.5681.071730.170353
42114.81114.966113.7941.1727-0.156453
43114.81114.819114.020.799161-0.00874421
44114.81114.823114.2450.577494-0.0129109
45114.81114.827114.4710.355828-0.0170775
46114.81114.812114.6970.114786-0.00186921
47114.81114.694114.842-0.1474360.11577
48114.81114.494114.905-0.4114640.316464
49114.81114.293114.968-0.6754920.517159
50114.81114.092115.032-0.939520.717853
51114.81113.891115.095-1.203550.918547
52114.81114.444115.158-0.7142420.365909
53115.57116.293115.2221.07173-0.723397
54115.57116.458115.2851.1727-0.887703
55115.57116.147115.3480.799161-0.577494
56115.57115.989115.4120.577494-0.419161
57115.57115.831115.4750.355828-0.260828
58115.57115.725115.610.114786-0.155203
59115.57115.639115.786-0.147436-0.0688137
60115.57115.564115.976-0.4114640.00563079
61115.57115.535116.211-0.6754920.0346586
62115.57115.506116.446-0.939520.0636863
63115.57115.477116.681-1.203550.0927141
64117.3116.202116.916-0.7142421.09841
65117.3118.223117.1511.07173-0.922564
66118.39118.559117.3861.1727-0.168536
67118.39118.42117.6210.799161-0.0299942
68118.39118.433117.8560.577494-0.0433275
69118.39118.447118.0910.355828-0.0566609
70118.39118.485118.370.114786-0.0947859
71118.39118.63118.778-0.147436-0.24048
72118.39118.814119.225-0.411464-0.423536
73118.39118.951119.627-0.675492-0.561175
74118.39119.089120.028-0.93952-0.698814
75118.39119.226120.43-1.20355-0.836453
76121.18120.117120.832-0.7142421.06258
77123.21122.305121.2331.071730.904936
78123.21122.808121.6351.17270.402297
79123.21NANA0.799161NA
80123.21NANA0.577494NA
81123.21NANA0.355828NA
82123.21NANA0.114786NA
83123.21NANA-0.147436NA
84123.21NANA-0.411464NA