Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	87	NA	NA	0.999945	NA
2	93	NA	NA	1.01456	NA
3	89	NA	NA	1.01482	NA
4	88	NA	NA	0.987518	NA
5	90	NA	NA	0.999495	NA
6	91	NA	NA	1.01118	NA
7	91	90.0956	89.5	1.00665	1.01004
8	90	89.6584	89.6667	0.999908	1.00381
9	90	89.3345	89.875	0.993986	1.00745
10	90	89.4424	90.1667	0.991967	1.00623
11	88	89.6996	90.2917	0.993443	0.981052
12	85	89.198	90.4167	0.986522	0.952936
13	91	90.5783	90.5833	0.999945	1.00466
14	93	92.0711	90.75	1.01456	1.01009
15	94	92.2644	90.9167	1.01482	1.01881
16	90	89.9465	91.0833	0.987518	1.0006
17	91	91.3705	91.4167	0.999495	0.995945
18	93	93.0286	92	1.01118	0.999693
19	93	93.1155	92.5	1.00665	0.998759
20	92	92.8664	92.875	0.999908	0.99067
21	92	92.6892	93.25	0.993986	0.992565
22	92	92.8729	93.625	0.991967	0.990601
23	94	93.4664	94.0833	0.993443	1.00571
24	93	93.3497	94.625	0.986522	0.996254
25	95	95.2031	95.2083	0.999945	0.997867
26	98	97.2284	95.8333	1.01456	1.00794
27	98	97.846	96.4167	1.01482	1.00157
28	95	95.707	96.9167	0.987518	0.992613
29	97	97.2842	97.3333	0.999495	0.997079
30	100	98.8429	97.75	1.01118	1.01171
31	100	98.736	98.0833	1.00665	1.0128
32	100	98.2409	98.25	0.999908	1.01791
33	98	97.9904	98.5833	0.993986	1.0001
34	98	98.0807	98.875	0.991967	0.999177
35	98	98.3508	99	0.993443	0.996433
36	99	97.8301	99.1667	0.986522	1.01196
37	97	99.2862	99.2917	0.999945	0.976974
38	100	100.822	99.375	1.01456	0.99185
39	104	100.933	99.4583	1.01482	1.03039
40	96	98.2992	99.5417	0.987518	0.97661
41	99	99.658	99.7083	0.999495	0.993397
42	102	101.076	99.9583	1.01118	1.00914
43	101	101.001	100.333	1.00665	0.99999
44	101	100.657	100.667	0.999908	1.0034
45	99	100.144	100.75	0.993986	0.988576
46	99	100.23	101.042	0.991967	0.987728
47	101	100.834	101.5	0.993443	1.00164
48	102	100.296	101.667	0.986522	1.01699
49	103	101.661	101.667	0.999945	1.01317
50	102	103.147	101.667	1.01456	0.988883
51	104	103.343	101.833	1.01482	1.00636
52	103	100.891	102.167	0.987518	1.0209
53	103	102.365	102.417	0.999495	1.0062
54	102	103.688	102.542	1.01118	0.983719
55	101	103.266	102.583	1.00665	0.978057
56	101	102.657	102.667	0.999908	0.983857
57	103	101.884	102.5	0.993986	1.01096
58	103	101.387	102.208	0.991967	1.01591
59	103	101.497	102.167	0.993443	1.01481
60	103	100.831	102.208	0.986522	1.02151
61	103	102.286	102.292	0.999945	1.00698
62	104	103.908	102.417	1.01456	1.00089
63	98	103.977	102.458	1.01482	0.942514
64	102	101.097	102.375	0.987518	1.00893
65	103	102.282	102.333	0.999495	1.00702
66	103	103.477	102.333	1.01118	0.995386
67	102	NA	NA	1.00665	NA
68	103	NA	NA	0.999908	NA
69	102	NA	NA	0.993986	NA
70	102	NA	NA	0.991967	NA
71	103	NA	NA	0.993443	NA
72	103	NA	NA	0.986522	NA