Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1101.16NANA0.910365NA
2101.16NANA0.79217NA
3101.16NANA0.673976NA
4101.16NANA0.371128NA
5101.16NANA-0.0847049NA
6101.16NANA-0.202205NA
7101.16100.834101.256-0.4221350.326302
8101.16101.052101.422-0.370330.10783
9101.16101.101101.589-0.4885240.0593576
10101.21101.481101.756-0.275052-0.270781
11101.21101.445101.838-0.393247-0.23467
12101.21101.324101.835-0.511441-0.113976
13103.16102.718101.8080.9103650.441719
14103.16102.548101.7550.792170.612413
15103.16102.377101.7030.6739760.783108
16103.16102.019101.6480.3711281.14054
17101.13101.507101.592-0.0847049-0.376962
18101.13101.333101.535-0.202205-0.202795
19100.53100.975101.397-0.422135-0.444948
20100.53100.808101.178-0.37033-0.277587
21100.53100.47100.959-0.4885240.0597743
22100.53100.418100.693-0.2750520.111719
23100.53100.073100.466-0.3932470.456997
24100.5399.8123100.324-0.5114410.717691
25100.53101.117100.2060.910365-0.586615
26100.53100.943100.1510.79217-0.413003
27100.53100.806100.1320.673976-0.276476
2899.42100.566100.1950.371128-1.14613
2999.42100.254100.338-0.0847049-0.833628
3099.42100.279100.482-0.202205-0.859462
3199.42100.185100.607-0.422135-0.764531
32100.31100.343100.713-0.37033-0.0330035
33100.31100.331100.82-0.488524-0.0214757
34102.25100.698100.973-0.2750521.55214
35102.25100.779101.172-0.3932471.47116
36102.25100.86101.371-0.5114411.39019
37101.81102.481101.570.910365-0.670781
38101.81102.525101.7320.79217-0.71467
39101.81102.531101.8570.673976-0.721476
40101.81102.273101.9020.371128-0.462795
41101.81101.78101.865-0.08470490.0297049
42101.81101.626101.828-0.2022050.183872
43101.81101.388101.81-0.4221350.422135
44101.81101.44101.81-0.370330.37033
45101.81101.321101.81-0.4885240.488524
46101.81101.535101.81-0.2750520.275052
47101.81101.417101.81-0.3932470.393247
48101.81101.299101.81-0.5114410.511441
49101.81102.72101.810.910365-0.910365
50101.81102.608101.8150.79217-0.797587
51101.81102.5101.8260.673976-0.690226
52101.81102.208101.8370.371128-0.398212
53101.81101.763101.848-0.08470490.0467882
54101.81101.657101.859-0.2022050.153455
55101.81101.45101.872-0.4221350.360052
56101.94101.518101.888-0.370330.422413
57101.94101.415101.904-0.4885240.524774
58101.94101.645101.92-0.2750520.295469
59101.94101.542101.935-0.3932470.39783
60101.94101.44101.951-0.5114410.500191
61102102.877101.9670.910365-0.877448
62102102.77101.9780.79217-0.76967
63102102.656101.9830.673976-0.656476
64102102.359101.9880.371128-0.358628
65102101.908101.992-0.08470490.0922049
66102101.795101.998-0.2022050.204705
67102101.897102.32-0.4221350.102552
68102102.588102.959-0.37033-0.58842
69102103.109103.598-0.488524-1.10939
70102103.962104.237-0.275052-1.96203
71102104.483104.876-0.393247-2.483
72102105.004105.515-0.511441-3.00398
73109.67107.065106.1550.9103652.60505
74109.67107.586106.7940.792172.08408
75109.67108.107107.4330.6739761.56311
76109.67108.443108.0720.3711281.22679
77109.67108.627108.711-0.08470491.04345
78109.67109.148109.35-0.2022050.521788
79109.67NANA-0.422135NA
80109.67NANA-0.37033NA
81109.67NANA-0.488524NA
82109.67NANA-0.275052NA
83109.67NANA-0.393247NA
84109.67NANA-0.511441NA