Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1100.64NANA-0.729856NA
2100.93NANA-0.466106NA
3101.41NANA0.245144NA
4102.07NANA0.48062NA
5102.42NANA0.475322NA
6102.53NANA0.366572NA
7102.43102.134102.291-0.1574160.296166
8102.6102.304102.469-0.1653920.296225
9102.65102.633102.655-0.02241570.0174157
10102.74102.873102.8440.0294891-0.133239
11102.82102.925103.027-0.101761-0.104906
12103.2103.253103.2070.0457986-0.0532986
13102.75102.652103.382-0.7298560.0977728
14103.09103.082103.548-0.4661060.00818948
15103.71103.971103.7260.245144-0.260977
16104.3104.417103.9360.48062-0.11687
17104.58104.66104.1850.475322-0.0799058
18104.71104.822104.4550.366572-0.111572
19104.44104.58104.738-0.157416-0.140084
20104.57104.868105.034-0.165392-0.298358
21104.95105.324105.346-0.0224157-0.373834
22105.49105.694105.6650.0294891-0.204072
23106.03105.892105.993-0.1017610.138428
24106.48106.397106.3520.04579860.0825347
25106.25106.001106.731-0.7298560.249023
26106.7106.644107.11-0.4661060.0556895
27107.6107.725107.480.245144-0.124727
28108.05108.305107.8240.48062-0.254787
29108.72108.583108.1080.4753220.136761
30109.17108.692108.3250.3665720.478011
31109.08108.341108.498-0.1574160.739082
32109.04108.493108.658-0.1653920.547475
33109.34108.778108.8-0.02241570.561999
34109.37108.948108.9180.02948910.422178
35108.96108.912109.013-0.1017610.0484276
36108.77109.125109.0790.0457986-0.354965
37108.11108.388109.118-0.729856-0.278477
38108.67108.688109.155-0.466106-0.0184772
39109.05109.44109.1950.245144-0.389727
40109.43109.712109.2320.48062-0.282287
41109.62109.777109.3010.475322-0.156572
42109.85109.784109.4180.3665720.0655109
43109.34109.405109.562-0.157416-0.0646677
44109.65109.537109.703-0.1653920.112892
45109.69109.838109.86-0.0224157-0.148001
46109.91110.078110.0490.0294891-0.168239
47110.09110.139110.24-0.101761-0.0486558
48110.44110.469110.4230.0457986-0.0291319
49109.9109.876110.606-0.7298560.0236062
50110.25110.327110.793-0.466106-0.0772272
51111.26111.233110.9880.2451440.0269395
52111.74111.679111.1980.480620.0610466
53111.91111.888111.4130.4753220.0217609
54111.95112.009111.6430.366572-0.0594891
55111.63111.734111.892-0.157416-0.104251
56111.85111.985112.15-0.165392-0.135025
57112.16112.403112.426-0.0224157-0.243418
58112.49112.749112.720.0294891-0.259489
59112.66112.919113.02-0.101761-0.258656
60113.39113.359113.3130.04579860.0308681
61112.92112.865113.595-0.7298560.0552728
62113.44113.403113.87-0.4661060.0365228
63114.68114.408114.1630.2451440.271939
64115.38114.956114.4750.480620.42438
65115.48115.264114.7890.4753220.215928
66115.41115.456115.0890.366572-0.0457391
67114.92115.211115.368-0.157416-0.290501
68115.16115.477115.643-0.165392-0.317108
69115.89115.897115.919-0.0224157-0.00675099
70116.25116.217116.1880.02948910.0325942
71116.43116.34116.442-0.1017610.0896776
72116.83116.731116.6850.04579860.0992014
73116.17116.197116.927-0.729856-0.0272272
74116.78116.713117.179-0.4661060.0673562
75117.98117.683117.4380.2451440.296939
76118.53118.176117.6960.480620.353547
77118.43118.414117.9380.4753220.0163442
78118.29118.533118.1670.366572-0.243239
79117.85118.226118.383-0.157416-0.375501
80118.27118.416118.581-0.165392-0.145858
81119118.747118.77-0.02241570.252832
82119.33118.959118.930.02948910.370511
83119.17118.974119.076-0.1017610.195928
84119.57119.285119.2390.04579860.285035
85118.62118.68119.41-0.729856-0.0597272
86119.09119.102119.568-0.466106-0.0118105
87120.19119.95119.7050.2451440.239856
88120.17120.295119.8140.48062-0.124787
89120.29120.384119.9090.475322-0.0940724
90120.35120.373120.0070.366572-0.0232391
91119.88NANA-0.157416NA
92120.04NANA-0.165392NA
93120.52NANA-0.0224157NA
94120.43NANA0.0294891NA
95120.34NANA-0.101761NA
96120.75NANA0.0457986NA