Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
170.99NANA-0.909931NA
270.99NANA-0.923194NA
372.03NANA0.0259722NA
472.31NANA0.825903NA
572.33NANA0.875486NA
672.33NANA0.503264NA
773.1473.096272.63870.45750.04375
873.2873.108872.82960.2792360.171181
973.2873.055573.02080.03465280.224514
1073.2873.07173.2583-0.1872920.208958
1173.2873.291973.58-0.288056-0.0119444
1273.2873.246573.94-0.6935420.0335417
1373.2873.356774.2667-0.909931-0.0767361
1473.2873.63174.5542-0.923194-0.350972
1574.3374.861874.83580.0259722-0.531806
1675.7175.943475.11750.825903-0.233403
1776.6576.274775.39920.8754860.375347
1876.6576.163775.66040.5032640.486319
1976.6676.353775.89620.45750.30625
2076.6676.406776.12750.2792360.253264
2176.6676.350976.31630.03465280.309097
2276.6676.339876.5271-0.1872920.320208
2376.6676.525376.8133-0.2880560.134722
2476.1776.399477.0929-0.693542-0.229375
2576.0576.462677.3725-0.909931-0.412569
2676.0676.790177.7133-0.923194-0.730139
2776.0878.158578.13250.0259722-2.07847
2879.0279.41378.58710.825903-0.392986
2980.2179.91879.04250.8754860.292014
3079.880.021679.51830.503264-0.221597
3180.2280.477580.020.4575-0.2575
3281.2880.805580.52620.2792360.474514
3382.181.065981.03120.03465281.0341
3482.1381.248581.4358-0.1872920.881458
3582.1281.450381.7383-0.2880560.669722
3682.1381.391582.085-0.6935420.738542
3782.1381.551382.4613-0.9099310.578681
3882.1381.854782.7779-0.9231940.275278
3982.1383.044783.01880.0259722-0.914722
4082.6884.079783.25380.825903-1.39965
4183.8184.44383.56750.875486-0.632986
4284.5284.447483.94420.5032640.0725694
4384.5384.791784.33420.4575-0.261667
4484.5785.072684.79330.279236-0.502569
4584.5985.570985.53630.0346528-0.980903
4685.2886.373186.5604-0.187292-1.09312
4786.587.320787.6088-0.288056-0.820694
4886.7987.897788.5912-0.693542-1.10771
4986.8388.637689.5475-0.909931-1.80757
5088.4589.576490.4996-0.923194-1.12639
5193.6491.475691.44960.02597222.16444
5295.7593.198492.37250.8259032.5516
5395.994.09393.21750.8754861.80701
5496.0194.503794.00040.5032641.50632
5595.9995.227194.76960.45750.762917
5695.9695.748895.46960.2792360.211181
579695.924295.88960.03465280.0757639
5896.0295.823596.0108-0.1872920.196458
5996.0495.752496.0404-0.2880560.287639
6096.0495.365296.0587-0.6935420.674792
6196.0495.174296.0842-0.9099310.865764
6296.0495.201496.1246-0.9231940.838611
6396.1396.191496.16540.0259722-0.0613889
6496.1797.041796.21580.825903-0.871736
6596.1997.172296.29670.875486-0.982153
6696.1696.900896.39750.503264-0.740764
6796.459796.54250.4575-0.55
6896.4797.033896.75460.279236-0.563819
6996.4797.088897.05420.0346528-0.618819
7096.7697.230297.4175-0.187292-0.470208
7197.2497.455797.7438-0.288056-0.215694
7297.2697.32698.0196-0.693542-0.0660417
7398.397.403898.3137-0.9099310.896181
7498.8797.732698.6558-0.9231941.13736
75100.4999.024398.99830.02597221.46569
76100.53100.1499.31420.8259030.389931
7799.66100.47599.60.875486-0.815486
7899.31100.36999.86580.503264-1.0591
79100.36NANA0.4575NA
80100.77NANA0.279236NA
81100.39NANA0.0346528NA
82100.42NANA-0.187292NA
83100.44NANA-0.288056NA
84100.44NANA-0.693542NA