Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
186.86NANA-1.80113NA
286.79NANA-1.92377NA
382.52NANA-0.956615NA
486.87NANA0.0562326NA
581.62NANA-3.31703NA
682.66NANA-3.52266NA
789.8787.975483.02384.951651.8946
892.0488.641982.14716.494843.39807
979.7481.208581.5679-0.359392-1.46852
1077.7581.334181.15620.17783-3.58408
1179.1280.345880.7262-0.380434-1.22582
1276.3780.761380.18080.580469-4.3913
1375.0177.822279.6233-1.80113-2.8122
1477.677.251279.175-1.923770.348767
1577.8177.632178.5888-0.9566150.177865
1681.778.183778.12750.05623263.51627
1776.4774.506377.8233-3.317031.9637
1874.7273.965377.4879-3.522660.75474
1984.4382.18577.23334.951652.24502
2086.7283.254476.75966.494843.46557
2170.9975.899876.2592-0.359392-4.90977
2275.4376.062875.8850.17783-0.63283
2374.1475.108375.4888-0.380434-0.968316
2473.375.784675.20420.580469-2.48464
2571.9773.435175.2362-1.80113-1.46512
2669.2773.657975.5817-1.92377-4.3879
2774.1375.316776.2733-0.956615-1.18672
2876.477.247577.19120.0562326-0.847483
2972.2674.835178.1521-3.31703-2.57505
3072.175.984479.5071-3.52266-3.88443
3187.8285.773380.82174.951652.04668
3291.6288.440781.94586.494843.17932
3382.6982.772383.1317-0.359392-0.0822743
3485.7684.391684.21370.177831.36842
3586.8784.819685.2-0.3804342.05043
3693.0986.722686.14210.5804696.36745
3783.7385.071486.8725-1.80113-1.34137
3884.4985.254187.1779-1.92377-0.764149
3987.3786.528487.485-0.9566150.841615
4089.1387.875487.81920.05623261.2546
4183.284.63387.95-3.31703-1.43297
4283.7784.315387.8379-3.52266-0.54526
4393.6892.8687.90834.951650.820017
4493.0994.840388.34546.49484-1.75026
4588.5988.316988.6762-0.3593920.273142
4687.8889.069188.89120.17783-1.18908
4787.8988.933789.3142-0.380434-1.04373
4889.3890.568489.98790.580469-1.18839
4989.1388.694790.4958-1.801130.435295
5089.5888.984190.9079-1.923770.595851
5190.2290.67891.6346-0.956615-0.457969
5291.4492.657992.60170.0562326-1.2179
5391.0490.284293.6012-3.317030.755781
5492.191.024894.5475-3.522661.07516
5597.54100.37595.42334.95165-2.83498
5699.12102.76796.27216.49484-3.64693
5710096.71697.0754-0.3593923.28398
5899.6897.979597.80170.177831.7005
59100.089898.3804-0.3804342.08002
6099.999.436798.85620.5804690.463281
6199.6397.476499.2775-1.801132.15363
6299.4597.729199.6529-1.923771.72085
6399.6399.073100.03-0.9566150.557031
6499.46100.49100.4340.0562326-1.02998
6596.9197.3809100.698-3.31703-0.470885
6697.6597.4307100.953-3.522660.219323
67102.1106.315101.3634.95165-4.21457
68103.57108.259101.7646.49484-4.68901
69104.59101.73102.089-0.3593922.86023
70104.79102.496102.3180.177832.29384
71101.31102.246102.626-0.380434-0.935816
72104.8103.61103.0290.5804691.19036
73104.56101.573103.375-1.801132.98655
74104.15101.707103.63-1.923772.44335
75102.73102.705103.662-0.9566150.0249479
76101.86103.579103.5220.0562326-1.71873
77101.9100.184103.501-3.317031.7162
78102.3399.9928103.515-3.522662.33724
79105.71NANA4.95165NA
80106.1NANA6.49484NA
81102.81NANA-0.359392NA
82103.23NANA0.17783NA
83102.35NANA-0.380434NA
84104.11NANA0.580469NA