Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
187.5NANA0.72772NA
287.3NANA0.479109NA
387.8NANA-0.0764468NA
488.1NANA-0.900752NA
588NANA-1.032NA
687.8NANA-0.675752NA
78787.120187.8458-0.725752-0.120081
887.287.945887.88750.0582755-0.745775
98787.956987.86250.0943866-0.956887
1089.488.043787.64170.4020251.35631
1189.188.022287.32080.7013311.07784
1287.887.985487.03750.947859-0.185359
1387.887.581986.85420.727720.218113
148887.245886.76670.4791090.754225
1586.586.615286.6917-0.0764468-0.11522
1684.185.645186.5458-0.900752-1.54508
1784.385.409786.4417-1.032-1.10966
1884.785.886786.5625-0.675752-1.18675
1985.786.040986.7667-0.725752-0.340914
2086.486.966686.90830.0582755-0.566609
218687.148687.05420.0943866-1.14855
2286.987.656287.25420.402025-0.756192
2389.188.172287.47080.7013310.927836
2490.788.722987.7750.9478591.97714
2589.888.819488.09170.727720.980613
2689.488.887488.40830.4791090.512558
2788.688.794488.8708-0.0764468-0.194387
2886.888.445189.3458-0.900752-1.64508
2986.888.680589.7125-1.032-1.8805
3089.589.282689.9583-0.6757520.217419
3188.589.445190.1708-0.725752-0.945081
3291.290.549990.49170.05827550.650058
3392.391.011190.91670.09438661.28895
349291.856291.45420.4020250.143808
3592.892.801392.10.701331-0.00133102
3692.993.597992.650.947859-0.697859
3792.793.869493.14170.72772-1.16939
3894.294.137493.65830.4791090.0625579
399494.056994.1333-0.0764468-0.0568866
4094.393.686794.5875-0.9007520.613252
4194.893.930594.9625-1.0320.869502
4294.794.657695.3333-0.6757520.042419
4395.195.099295.825-0.7257520.000752315
449796.395896.33750.05827550.604225
4597.996.915296.82080.09438660.98478
4697.397.70297.30.402025-0.402025
4796.598.44397.74170.701331-1.943
4898.199.097998.150.947859-0.997859
4999.399.277798.550.727720.0222801
5099.999.358398.87920.4791090.541725
5199.999.023699.1-0.07644680.876447
5299.998.411799.3125-0.9007521.48825
5399.898.572299.6042-1.0321.22784
5499.599.211799.8875-0.6757520.288252
5599.999.3367100.063-0.7257520.563252
56100.1100.208100.150.0582755-0.108275
57100.1100.315100.2210.0943866-0.21522
58100.2100.694100.2920.402025-0.493692
59100.6100.985100.2830.701331-0.384664
60100.8101.131100.1830.947859-0.331192
61100.8100.749100.0210.727720.0514468
62100.5100.28399.80420.4791090.216725
6310199.456999.5333-0.07644681.54311
64100.598.320199.2208-0.9007522.17992
659997.847298.8792-1.0321.15284
6697.997.832698.5083-0.6757520.067419
6797.697.374298.1-0.7257520.225752
6897.297.649997.59170.0582755-0.449942
6996.597.069496.9750.0943866-0.569387
7096.396.764596.36250.402025-0.464525
7196.396.59395.89170.701331-0.292998
7296.296.581295.63330.947859-0.381192
7395.696.319495.59170.72772-0.719387
7493.596.204195.7250.479109-2.70411
7593.295.869495.9458-0.0764468-2.66939
7693.695.307696.2083-0.900752-1.70758
7794.695.476396.5083-1.032-0.876331
7896.196.145196.8208-0.675752-0.045081
7998.4NANA-0.725752NA
8099.6NANA0.0582755NA
8199.4NANA0.0943866NA
8299.7NANA0.402025NA
83100.1NANA0.701331NA
8499.9NANA0.947859NA