Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	50	NA	NA	1.21501	NA
2	45	NA	NA	0.847248	NA
3	43	NA	NA	1.00654	NA
4	40	NA	NA	0.957074	NA
5	43	NA	NA	1.02562	NA
6	47	NA	NA	1.04769	NA
7	44	47.2285	41.0417	1.15075	0.93164
8	41	42.1708	39.7917	1.05979	0.972236
9	31	35.3423	37.75	0.936221	0.877135
10	41	34.6227	35.875	0.965092	1.18419
11	40	35.2822	34.5	1.02267	1.13372
12	31	25.224	32.9167	0.766298	1.22899
13	43	37.3111	30.7083	1.21501	1.15247
14	22	24.3937	28.7917	0.847248	0.901873
15	17	27.9734	27.7917	1.00654	0.607721
16	21	25.7612	26.9167	0.957074	0.815178
17	29	26.025	25.375	1.02562	1.11431
18	23	25.1882	24.0417	1.04769	0.913126
19	15	26.4192	22.9583	1.15075	0.567768
20	24	23.1388	21.8333	1.05979	1.03722
21	24	19.8947	21.25	0.936221	1.20635
22	27	20.3071	21.0417	0.965092	1.32958
23	17	20.8795	20.4167	1.02267	0.814194
24	22	15.1983	19.8333	0.766298	1.44753
25	26	24.7053	20.3333	1.21501	1.05241
26	12	17.4039	20.5417	0.847248	0.689501
27	13	20.2985	20.1667	1.00654	0.640441
28	20	18.7826	19.625	0.957074	1.06482
29	15	19.7858	19.2917	1.02562	0.758119
30	23	19.7315	18.8333	1.04769	1.16565
31	27	20.9052	18.1667	1.15075	1.29154
32	17	19.4295	18.3333	1.05979	0.874958
33	22	17.9832	19.2083	0.936221	1.22336
34	16	19.3421	20.0417	0.965092	0.827213
35	20	20.5387	20.0833	1.02267	0.973773
36	8	15.5814	20.3333	0.766298	0.513433
37	24	25.5659	21.0417	1.21501	0.938749
38	18	18.2864	21.5833	0.847248	0.984336
39	28	21.5986	21.4583	1.00654	1.29638
40	25	20.4575	21.375	0.957074	1.22205
41	11	22.4781	21.9167	1.02562	0.489366
42	33	23.5294	22.4583	1.04769	1.4025
43	34	26.4192	22.9583	1.15075	1.28694
44	23	24.7726	23.375	1.05979	0.928445
45	13	22.0012	23.5	0.936221	0.590877
46	23	22.2775	23.0833	0.965092	1.03243
47	26	24.1606	23.625	1.02267	1.07613
48	15	18.5189	24.1667	0.766298	0.809984
49	29	28.5528	23.5	1.21501	1.01566
50	23	19.9456	23.5417	0.847248	1.15314
51	26	24.5344	24.375	1.00654	1.05974
52	17	23.8072	24.875	0.957074	0.714069
53	32	25.6404	25	1.02562	1.24803
54	25	26.7597	25.5417	1.04769	0.934239
55	26	29.8235	25.9167	1.15075	0.871795
56	32	28.3494	26.75	1.05979	1.12877
57	24	26.7213	28.5417	0.936221	0.89816
58	24	28.8723	29.9167	0.965092	0.831245
59	28	31.4472	30.75	1.02267	0.890383
60	26	23.8191	31.0833	0.766298	1.09156
61	27	38.2223	31.4583	1.21501	0.706393
62	45	26.7589	31.5833	0.847248	1.68168
63	47	31.8737	31.6667	1.00654	1.47457
64	29	30.5067	31.875	0.957074	0.95061
65	40	32.7342	31.9167	1.02562	1.22196
66	25	33.1768	31.6667	1.04769	0.753538
67	35	36.3444	31.5833	1.15075	0.963009
68	26	32.6769	30.8333	1.05979	0.79567
69	32	27.1114	28.9583	0.936221	1.18032
70	21	27.1834	28.1667	0.965092	0.77253
71	32	28.3365	27.7083	1.02267	1.12928
72	16	20.9136	27.2917	0.766298	0.765054
73	35	33.2104	27.3333	1.21501	1.05389
74	19	23.5817	27.8333	0.847248	0.805708
75	28	28.3089	28.125	1.00654	0.989089
76	29	26.9975	28.2083	0.957074	1.07417
77	29	29.1018	28.375	1.02562	0.996501
78	26	30.0338	28.6667	1.04769	0.865692
79	35	33.7073	29.2917	1.15075	1.03835
80	38	31.308	29.5417	1.05979	1.21375
81	27	27.6965	29.5833	0.936221	0.974851
82	28	28.7517	29.7917	0.965092	0.973855
83	29	31.0637	30.375	1.02267	0.933567
84	26	23.7553	31	0.766298	1.09449
85	40	38.7792	31.9167	1.21501	1.03148
86	20	27.2178	32.125	0.847248	0.734812
87	28	31.706	31.5	1.00654	0.883115
88	34	30.6264	32	0.957074	1.11015
89	38	33.8453	33	1.02562	1.12276
90	32	34.923	33.3333	1.04769	0.916302
91	51	NA	NA	1.15075	NA
92	27	NA	NA	1.05979	NA
93	23	NA	NA	0.936221	NA
94	44	NA	NA	0.965092	NA
95	37	NA	NA	1.02267	NA
96	26	NA	NA	0.766298	NA