Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
186.5NANA-3.44676NA
286.6NANA-1.96273NA
398.8NANA8.82546NA
484.4NANA-1.51273NA
591.4NANA-1.01829NA
695.7NANA4.73727NA
778.582.001990.5542-8.55231-3.50185
881.782.859590.9833-8.12384-1.15949
994.396.808191.29175.51644-2.5081
1098.597.647791.74175.906020.852315
1195.492.83892.20.6379632.56204
1291.791.60692.6125-1.006480.0939815
1392.889.861693.3083-3.446762.93843
1490.692.108194.0708-1.96273-1.5081
15102.2103.37594.558.82546-1.17546
1691.893.608195.1208-1.51273-1.8081
179594.748495.7667-1.018290.25162
18102100.87196.13334.737271.1294
1988.988.064496.6167-8.552310.835648
2089.689.263797.3875-8.123840.336343
2197.9103.34697.82925.51644-5.4456
22108.6104.31498.40835.906024.28565
23100.899.754699.11670.6379631.04537
2495.198.389499.3958-1.00648-3.28935
2510196.403299.85-3.446764.59676
26100.998.1414100.104-1.962732.75856
27102.5109.284100.4588.82546-6.7838
28105.499.2998100.813-1.512736.10023
2998.499.3859100.404-1.01829-0.98588
30105.3104.821100.0834.737270.479398
3196.590.897799.45-8.552315.60231
3288.190.026298.15-8.12384-1.92616
33107.9102.797.18335.516445.20023
34107.1101.96496.05835.906025.13565
3592.595.496394.85830.637963-2.9963
3695.792.95693.9625-1.006482.74398
3785.289.474192.9208-3.44676-4.27407
3885.590.195692.1583-1.96273-4.6956
3994.7100.391.4758.82546-5.60046
4086.289.041490.5542-1.51273-2.84144
4188.889.094290.1125-1.01829-0.294213
4293.494.741490.00424.73727-1.34144
4383.481.539490.0917-8.552311.86065
4482.982.609590.7333-8.123840.290509
4596.797.216491.75.51644-0.516435
4696.298.63192.7255.90602-2.43102
4792.894.11393.4750.637963-1.31296
4892.893.35694.3625-1.00648-0.556019
4990.291.894995.3417-3.44676-1.69491
5095.994.095696.0583-1.962731.8044
51107.5105.73496.90838.825461.7662
529896.249897.7625-1.512731.75023
539597.61598.6333-1.01829-2.61505
54108.5104.30499.56674.737274.19606
5591.891.7977100.35-8.552310.00231481
5691.792.847100.971-8.12384-1.14699
57108.3107.329101.8135.516440.971065
58105.1108.481102.5755.90602-3.38102
59104.8103.984103.3460.6379630.816204
60103.2102.794103.8-1.006480.406481
6198.6100.187103.633-3.44676-1.58657
62102.4101.958103.921-1.962730.441898
63121.2113.213104.3878.825467.98704
64102.6102.996104.508-1.51273-0.395602
65108.9103.403104.421-1.018295.49745
66105.5109.025104.2874.73727-3.52477
6790.895.681104.233-8.55231-4.88102
6899.696.0762104.2-8.123843.52384
69111.6109.383103.8675.516442.2169
70104.7109.244103.3385.90602-4.54352
71103.1103.296102.6580.637963-0.196296
72101.7101.181102.187-1.006480.518981
7398.898.8616102.308-3.44676-0.0615741
74101.4100.283102.246-1.962731.1169
75114.2110.475101.658.825463.72454
7696.999.7873101.3-1.51273-2.88727
7798.3100.236101.254-1.01829-1.93588
78104.8105.821101.0834.73727-1.0206
7994.4NANA-8.55231NA
8094.5NANA-8.12384NA
81102.4NANA5.51644NA
82105.5NANA5.90602NA
83101.2NANA0.637963NA
8499.5NANA-1.00648NA