Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
196.86NANA-0.0218576NA
296.89NANA-0.334462NA
396.9NANA-0.291649NA
496.94NANA-0.265347NA
596.88NANA-0.194462NA
696.89NANA-0.200243NA
796.8996.772596.9958-0.2233160.117483
896.9596.968497.0225-0.0541493-0.0183507
997.0397.132997.050.082934-0.102934
1097.2997.520697.07790.442726-0.230642
1197.1297.638997.10920.529757-0.518924
1297.1597.675197.1450.530069-0.525069
1397.1897.161197.1829-0.02185760.018941
1497.2196.886497.2208-0.3344620.323628
1597.2496.963897.2554-0.2916490.276233
1697.2797.031797.2971-0.2653470.238264
1797.397.163997.3583-0.1944620.136128
1897.3397.230697.4308-0.2002430.0994097
1997.3697.279697.5029-0.2233160.0803993
2097.3997.514697.5687-0.0541493-0.124601
2197.4297.718897.63580.082934-0.298767
2297.998.153697.71080.442726-0.253559
2397.9898.322397.79250.529757-0.342257
2498.0398.411397.88120.530069-0.381319
2598.0397.949497.9713-0.02185760.0806076
2697.9497.725598.06-0.3344620.214462
2798.1297.868898.1604-0.2916490.251233
2898.1998.007298.2725-0.2653470.182847
2998.3498.195598.39-0.1944620.144462
3098.4298.314398.5146-0.2002430.10566
3198.4398.417598.6408-0.2233160.0124826
3298.4598.704298.7583-0.0541493-0.254184
3398.7798.9598.86710.082934-0.180017
3499.2499.417798.9750.442726-0.177726
3599.4699.609399.07960.529757-0.14934
3699.5499.710999.18080.530069-0.170903
3799.5599.259499.2812-0.02185760.290608
3899.2499.051499.3858-0.3344620.188628
3999.4399.193499.485-0.2916490.236649
4099.4799.30899.5733-0.2653470.162014
4199.5799.466499.6608-0.1944620.103628
4299.6299.547799.7479-0.2002430.0723264
4399.6499.6199.8333-0.2233160.0299826
4499.7599.864699.9188-0.0541493-0.114601
4599.85100.0899.99670.082934-0.229601
46100.28100.504100.0610.442726-0.223976
47100.52100.645100.1150.529757-0.125174
48100.57100.693100.1630.530069-0.123403
49100.57100.187100.209-0.02185760.382691
50100.2799.9322100.267-0.3344620.337795
51100.27100.045100.337-0.2916490.224983
52100.18100.139100.404-0.2653470.0411806
53100.16100.268100.463-0.194462-0.108455
54100.18100.314100.514-0.200243-0.133507
55100.18100.34100.563-0.223316-0.159601
56100.59100.556100.61-0.05414930.0341493
57100.69100.743100.660.082934-0.0533507
58101.06101.171100.7280.442726-0.110642
59101.15101.344100.8150.529757-0.19434
60101.16101.44100.910.530069-0.280069
61101.16100.985101.007-0.02185760.174774
62100.81100.768101.102-0.3344620.0423785
63100.94100.913101.205-0.2916490.0266493
64101.13101.055101.321-0.2653470.0745139
65101.29101.248101.443-0.1944620.0415451
66101.34101.371101.571-0.200243-0.0305903
67101.35101.478101.701-0.223316-0.127934
68101.7101.77101.824-0.0541493-0.0696007
69102.05102.017101.9340.0829340.0328993
70102.48102.482102.0390.442726-0.00189236
71102.66102.672102.1420.529757-0.0122569
72102.72102.777102.2470.530069-0.0571528
73102.73102.331102.353-0.02185760.398941
74102.18102.126102.46-0.3344620.0544618
75102.22102.269102.561-0.291649-0.049184
76102.37102.385102.651-0.265347-0.0154861
77102.53102.543102.737-0.194462-0.0126215
78102.61102.622102.822-0.200243-0.0118403
79102.62102.509102.732-0.2233160.110816
80103102.418102.472-0.05414930.582066
81103.17102.298102.2150.0829340.872066
82103.52102.404101.9610.4427261.11602
83103.69102.244101.7140.5297571.44649
84103.73101.998101.4680.5300691.7316
8599.57101.206101.227-0.0218576-1.63564
8699.09100.657100.991-0.334462-1.56679
8799.14100.468100.759-0.291649-1.32752
8899.36100.271100.536-0.265347-0.910903
8999.6100.126100.32-0.194462-0.525538
9099.6599.9064100.107-0.200243-0.256424
9199.899.845100.068-0.223316-0.0450174
92100.15100.166100.22-0.0541493-0.0162674
93100.45100.472100.3890.082934-0.021684
94100.89100.989100.5460.442726-0.0989757
95101.13101.216100.6860.529757-0.0855903
96101.17101.345100.8150.530069-0.175069
97101.21100.902100.924-0.02185760.307691
98101.1100.676101.01-0.3344620.424045
99101.17100.79101.082-0.2916490.379566
100101.11100.864101.129-0.2653470.246181
101101.2100.961101.155-0.1944620.239462
102101.15100.976101.177-0.2002430.173576
103100.92NANA-0.223316NA
104101.1NANA-0.0541493NA
105101.22NANA0.082934NA
106101.25NANA0.442726NA
107101.39NANA0.529757NA
108101.43NANA0.530069NA