Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1102.59NANA-0.311951NA
2102.91NANA0.0233819NA
3101.94NANA0.299965NA
4101.8NANA0.260215NA
5102.25NANA0.275549NA
6102.6NANA0.0697986NA
7102.49101.891101.7410.1505490.598618
8102.13101.385101.486-0.1010350.745201
9100.76101.067101.238-0.171451-0.306882
10100.86100.899101.03-0.130285-0.0392986
11101.12100.609100.802-0.1927010.510618
12100.74100.376100.548-0.1720350.364118
1399.9999.9718100.284-0.3119510.0182014
1499.39100.058100.0350.0233819-0.667965
1599.52100.15799.85670.299965-0.636632
1699.2199.989499.72920.260215-0.779382
1799.3899.827699.55210.275549-0.447632
1899.3799.426999.35710.0697986-0.0568819
1999.3899.385599.2350.150549-0.00554861
2099.2699.131599.2325-0.1010350.128535
2199.3699.112799.2842-0.1714510.247285
2299.299.208999.3392-0.130285-0.00888194
2398.5399.205699.3983-0.192701-0.675632
2498.6599.27899.45-0.172035-0.627965
2599.1599.15699.4679-0.311951-0.00596528
26100.1799.459299.43580.02338190.710785
2799.9899.684199.38420.2999650.295868
28100.0799.582799.32250.2602150.487285
2999.9499.57899.30250.2755490.361951
30100.0599.393599.32370.06979860.656451
3199.1399.503999.35330.150549-0.373882
3298.7499.268599.3696-0.101035-0.528549
3398.6499.198199.3696-0.171451-0.558132
3498.4499.26399.3933-0.130285-0.823049
3598.8199.222399.415-0.192701-0.412299
3698.8899.23899.41-0.172035-0.357965
3799.6399.121899.4337-0.3119510.508201
38100.0899.523899.50040.02338190.556201
39100.0799.898399.59830.2999650.171701
40100.5599.995299.7350.2602150.554785
4199.98100.13999.86370.275549-0.159299
4299.89100.02899.95830.0697986-0.138132
4399.86100.08199.93080.150549-0.221382
4499.6199.656999.7579-0.101035-0.0468819
45100.1299.407399.5788-0.1714510.712701
46100.2499.266499.3967-0.1302850.973618
47100.199.013599.2063-0.1927011.08645
4899.8698.865999.0379-0.1720350.994118
4997.9998.535198.8471-0.311951-0.545132
5097.5798.643898.62040.0233819-1.0738
5198.2898.660498.36040.299965-0.380382
5297.9798.336998.07670.260215-0.366882
5397.9998.04697.77040.275549-0.0559653
5497.8497.530297.46040.06979860.309785
5597.3397.398597.24790.150549-0.0684653
5696.797.06997.17-0.101035-0.368965
5796.7996.955697.1271-0.171451-0.165632
5896.7696.93397.0633-0.130285-0.173049
5996.2396.809897.0025-0.192701-0.579799
6096.2996.73396.905-0.172035-0.442965
6196.4696.50696.8179-0.311951-0.0459653
6297.2396.825996.80250.02338190.404118
6397.5997.111296.81120.2999650.478785
6497.1397.096596.83620.2602150.0335347
6597.3797.139796.86420.2755490.230285
6696.1296.961996.89210.0697986-0.841882
6796.96NANA0.150549NA
6896.7NANA-0.101035NA
6997NANA-0.171451NA
7097.15NANA-0.130285NA
7196.51NANA-0.192701NA
7296.68NANA-0.172035NA