Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
179.57NANA0.321823NA
277.45NANA0.017309NA
375.79NANA-0.132066NA
474.88NANA-0.122205NA
574.5NANA-0.314913NA
674.59NANA-0.0203299NA
774.5974.671574.42920.242378-0.0815451
873.5773.918673.86790.0506424-0.348559
973.373.353673.4021-0.0485243-0.053559
1073.2372.961773.0192-0.05748260.268316
117372.63372.6533-0.02032990.366997
1272.3172.350472.26670.0836979-0.0403646
1372.3172.195271.87330.3218230.114844
1471.2471.498671.48120.017309-0.258559
1570.8270.936771.0688-0.132066-0.116684
1670.6670.527470.6496-0.1222050.132622
1769.9469.873470.1883-0.3149130.0665799
1869.8769.695969.7162-0.02032990.17408
1969.8769.532869.29040.2423780.337205
2068.8868.937768.88710.0506424-0.0577257
2168.0968.441568.49-0.0485243-0.351476
2268.3868.033868.0912-0.05748260.346233
2366.7867.727667.7479-0.0203299-0.947587
2467.267.535467.45170.0836979-0.335365
2567.267.483567.16170.321823-0.28349
2666.6766.902366.8850.017309-0.232309
2765.8666.514266.6462-0.132066-0.654184
2866.0566.273266.3954-0.122205-0.223212
2966.3165.873866.1888-0.3149130.436163
3066.3966.015566.0358-0.02032990.374497
3166.3966.097465.8550.2423780.292622
3265.7265.733665.68290.0506424-0.013559
3365.5265.50465.5525-0.04852430.0160243
3464.9365.377565.435-0.0574826-0.447517
3565.2765.28365.3033-0.0203299-0.0130035
3665.0465.253765.170.0836979-0.213698
3765.0265.351865.030.321823-0.331823
3864.7264.940264.92290.017309-0.220226
3964.6864.722564.8546-0.132066-0.0425174
4064.4164.670364.7925-0.122205-0.260295
4164.7964.405164.72-0.3149130.384913
4264.7164.624364.6446-0.02032990.0857465
4364.7164.820364.57790.242378-0.110295
4464.8364.525264.47460.05064240.304774
4564.7764.279464.3279-0.04852430.490608
4664.1964.164.1575-0.05748260.0899826
4764.2763.913863.9342-0.02032990.356163
4864.2363.779963.69620.08369790.450052
4964.2363.800663.47880.3218230.429427
5063.0363.261563.24420.017309-0.231476
5162.8562.840962.9729-0.1320660.00914931
5262.1562.574562.6967-0.122205-0.424462
5361.6962.11862.4329-0.314913-0.428003
5462.162.144362.1646-0.0203299-0.0442535
5562.162.136161.89370.242378-0.0361285
5661.8161.72961.67830.05064240.0810243
5761.2861.455261.5037-0.0485243-0.175226
5861.0561.277561.335-0.0574826-0.227517
5961.0861.146861.1671-0.0203299-0.0667535
6060.9861.039960.95620.0836979-0.0599479
6160.9861.043960.72210.321823-0.0639062
6261.1160.51960.50170.0173090.591024
6360.5860.173860.3058-0.1320660.406233
6460.3759.995360.1175-0.1222050.374705
6559.4459.616859.9317-0.314913-0.176753
6659.2959.727659.7479-0.0203299-0.437587
6759.2959.802859.56040.242378-0.512795
6859.3359.406959.35620.0506424-0.0768924
6959.0659.097359.1458-0.0485243-0.037309
7058.7558.890458.9479-0.0574826-0.140434
7158.9258.726858.7471-0.02032990.193247
7258.7358.641658.55790.08369790.0883854
7358.7358.70658.38420.3218230.0240104
7458.4658.219458.20210.0173090.240608
7558.1857.892958.025-0.1320660.287066
7658.0257.730357.8525-0.1222050.289705
7756.9757.363857.6787-0.314913-0.393837
7857.2257.483457.5038-0.0203299-0.26342
7957.19NANA0.242378NA
8057.06NANA0.0506424NA
8157.08NANA-0.0485243NA
8256.59NANA-0.0574826NA
8356.91NANA-0.0203299NA
8456.54NANA0.0836979NA