Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
184.97NANA-0.437407NA
285.57NANA-0.126852NA
385.74NANA0.233565NA
485.88NANA0.340741NA
585.88NANA0.341389NA
685.96NANA0.225602NA
785.9686.013185.95040.0626852-0.0531019
885.9986.02686.0567-0.0306481-0.0360185
986.0286.096386.1787-0.0824537-0.0762963
1086.1486.223586.3137-0.0902315-0.0835185
1186.386.282586.4358-0.1533330.0175
1286.3286.268286.5512-0.2830560.0518056
1386.3286.226386.6637-0.4374070.0936574
1486.7786.651186.7779-0.1268520.118935
1587.4787.126986.89330.2335650.343102
1687.3987.3407870.3407410.0492593
1787.387.435187.09370.341389-0.135139
1887.3187.408987.18330.225602-0.0989352
1987.3187.33687.27330.0626852-0.0260185
2087.3887.334487.365-0.03064810.0456481
2187.487.338887.4212-0.08245370.0612037
2287.3287.361487.4517-0.0902315-0.0414352
2387.3787.349287.5025-0.1533330.0208333
2487.487.281587.5646-0.2830560.118472
2587.487.191387.6288-0.4374070.208657
2687.8987.566187.6929-0.1268520.323935
2787.787.992387.75880.233565-0.292315
2887.8988.178787.83790.340741-0.288657
2988.0288.267287.92580.341389-0.247222
3088.0888.23688.01040.225602-0.156019
3188.0888.157388.09460.0626852-0.0772685
3288.1588.156488.1871-0.0306481-0.00643519
3388.2188.265588.3479-0.0824537-0.055463
3488.4188.481488.5717-0.0902315-0.0714352
3588.3988.663388.8167-0.153333-0.273333
3688.4188.796189.0792-0.283056-0.386111
3788.4188.903489.3408-0.437407-0.493426
3889.189.480289.6071-0.126852-0.380231
3990.3590.11489.88040.2335650.236019
4090.6190.495390.15460.3407410.114676
4191.1890.770690.42920.3413890.409444
4291.2290.933190.70750.2256020.286898
4391.2291.050290.98750.06268520.169815
4491.491.224491.255-0.03064810.175648
4591.5291.437191.5196-0.08245370.0828704
4691.6891.698591.7887-0.0902315-0.0185185
4791.7191.883392.0367-0.153333-0.173333
4891.7791.977892.2608-0.283056-0.207778
4991.7792.040192.4775-0.437407-0.270093
5092.1692.562792.6896-0.126852-0.402731
5193.6493.132392.89870.2335650.507685
5293.7893.460793.120.3407410.319259
5393.9693.698593.35710.3413890.261528
5493.8293.826993.60120.225602-0.00685185
5593.8293.909893.84710.0626852-0.0897685
5693.8994.089494.12-0.0306481-0.199352
5794.0594.291794.3742-0.0824537-0.241713
5894.4694.526994.6171-0.0902315-0.0668519
5994.6294.737194.8904-0.153333-0.117083
6094.7294.892495.1754-0.283056-0.172361
6194.7295.038895.4763-0.437407-0.318843
6295.7695.652795.7796-0.1268520.107269
6396.1496.316596.08290.233565-0.176481
6497.1196.711296.37040.3407410.398843
6597.1996.982296.64080.3413890.207778
6697.4397.128996.90330.2256020.301065
6797.4397.224497.16170.06268520.205648
6897.5697.368197.3987-0.03064810.191898
6997.6697.509697.5921-0.08245370.15037
7097.7597.632397.7225-0.09023150.117731
7197.8297.656797.81-0.1533330.163333
7297.8297.602497.8854-0.2830560.217639
7397.8297.515597.9529-0.4374070.304491
7498.3597.888698.0154-0.1268520.461435
7598.1998.301998.06830.233565-0.111898
7698.1998.465398.12460.340741-0.275324
7798.2198.52698.18460.341389-0.315972
7898.2298.467798.24210.225602-0.247685
7998.2698.362398.29960.0626852-0.102269
8098.2398.320298.3508-0.0306481-0.0901852
8198.2698.347598.43-0.0824537-0.0875463
8298.598.467798.5579-0.09023150.0323148
8398.5198.555498.7088-0.153333-0.0454167
8498.5198.583298.8663-0.283056-0.0731944
8598.5198.58399.0204-0.437407-0.0730093
8698.8999.047399.1742-0.126852-0.157315
8799.5599.576999.34330.233565-0.0268981
8899.999.867899.52710.3407410.0321759
89100.12100.05699.71420.3413890.0644444
90100.09100.1399.90420.225602-0.0397685
91100.09100.163100.10.0626852-0.0726852
92100.09100.264100.295-0.0306481-0.174352
93100.46100.389100.472-0.08245370.070787
94100.71100.548100.638-0.09023150.162315
95100.79100.654100.808-0.1533330.135833
96100.79100.7100.983-0.2830560.0901389
97100.93100.723101.16-0.4374070.206991
98101.15101.214101.341-0.126852-0.0643981
99101.53101.75101.5160.233565-0.219815
100101.91102.012101.6710.340741-0.101574
101102.18102.17101.8290.3413890.00986111
102102.24102.23102.0050.2256020.00981481
103102.2102.242102.180.0626852-0.0422685
104102.32102.315102.345-0.03064810.00523148
105102.43102.422102.505-0.08245370.00787037
106102.45102.569102.659-0.0902315-0.118519
107102.84102.656102.81-0.1533330.18375
108102.96102.687102.97-0.2830560.273472
109102.96102.706103.144-0.4374070.253657
110103.1103.195103.322-0.126852-0.0948148
111103.4103.747103.5140.233565-0.347315
112103.74104.077103.7360.340741-0.336574
113103.97104.313103.9710.341389-0.342639
114104.29104.426104.2010.225602-0.136435
115104.33NANA0.0626852NA
116104.46NANA-0.0306481NA
117104.9NANA-0.0824537NA
118105.31NANA-0.0902315NA
119105.63NANA-0.153333NA
120105.68NANA-0.283056NA