Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1155.28NANA-3.75641NA
2173.24NANA-5.22634NA
3180.16NANA-6.57571NA
4181.52NANA-3.1653NA
5182.25NANA-2.23099NA
6182.19NANA6.47047NA
7182185.952179.5936.35859-3.95193
8181.65188.238180.9737.26429-6.58762
9180.07184.231181.3352.89679-4.16137
10182.62184.454182.6331.82123-1.83415
11180.38184.362185.631-1.26932-3.98151
12181.15186.637189.225-2.58731-5.48727
13180.5189.197192.953-3.75641-8.69693
14181.14191.684196.91-5.22634-10.5437
15180.93194.591201.166-6.57571-13.6605
16211.91202.238205.403-3.16539.67196
17223.81207.243209.474-2.2309916.5672
18226.88219.825213.3556.470477.05453
19226.8223.479217.1216.358593.32057
20231.81227.888220.6237.264293.92238
21232.06226.738223.8412.896795.32238
22232.32227.398225.5771.821234.9221
23228.37224.027225.297-1.269324.34266
24226.31221.744224.331-2.587314.56648
25225.72219.475223.232-3.756416.24474
26219.98216.693221.92-5.226343.28675
27219.31214.012220.588-6.575715.2978
28215.19216.338219.504-3.1653-1.14845
29213.81216.455218.686-2.23099-2.64484
30213.7224.555218.0856.47047-10.8555
31213.6223.873217.5156.35859-10.2732
32213.52224.442217.1787.26429-10.9222
33218.39219.91217.0132.89679-1.5197
34219.97218.775216.9531.821231.19543
35221.09215.758217.028-1.269325.33182
36219.17216.813219.4-2.587312.35689
37219.17220.447224.204-3.75641-1.27734
38218.45224.225229.451-5.22634-5.77491
39216.88227.998234.574-6.57571-11.118
40216.19235.783238.949-3.1653-19.5935
41214.59240.447242.678-2.23099-25.8569
42269.87252.708246.2376.4704717.1624
43272.71256.289249.9316.3585916.4206
44280.35260.869253.6057.2642919.4807
45274.5260.296257.3992.8967914.2045
46268.86263.283261.4621.821235.57668
47261.7264.531265.8-1.26932-2.83068
48263.98265.35267.937-2.58731-1.36977
49263.01263.852267.609-3.75641-0.842344
50262.79261.633266.86-5.226341.15675
51263.59259.495266.07-6.575714.0953
52267262.629265.795-3.16534.37071
53267.89263.954266.185-2.230993.93557
54267.86273.359266.8886.47047-5.4988
55266.84273.927267.5686.35859-7.08693
56268.24275.709268.4457.26429-7.46929
57267.67272.404269.5072.89679-4.73387
58269.07272.251270.431.82123-3.18123
59270.87269.973271.242-1.269320.89724
60271.68269.555272.142-2.587312.12481
61271.63269.371273.128-3.756412.25891
62275.21268.873274.099-5.226346.33717
63276.66267.771274.346-6.575718.88946
64276.08270.703273.868-3.16535.37696
65278.3270.942273.173-2.230997.35807
66279.06278.697272.2276.470470.362865
67279.28277.604271.2456.358591.67641
68279.12277.438270.1747.264291.68155
69262.72271.726268.832.89679-9.00637
70262.55269.123267.3021.82123-6.57332
71260.7264.354265.623-1.26932-3.65401
72259.14261.226263.813-2.58731-2.08561
73260.61258.192261.948-3.756412.41849
74260.53254.887260.113-5.226345.64342
75259.07252.468259.044-6.575716.60155
76257.01255.582258.748-3.16531.4278
77257.08256.334258.565-2.230990.746406
78256.83264.95258.486.47047-8.12005
79256.75NANA6.35859NA
80257.61NANA7.26429NA
81258.58NANA2.89679NA
82259.57NANA1.82123NA
83259.29NANA-1.26932NA
84258.51NANA-2.58731NA