Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	102.54	NA	NA	-0.116311	NA
2	101.29	NA	NA	-0.853915	NA
3	101.49	NA	NA	-0.75079	NA
4	101.71	NA	NA	-0.635477	NA
5	101.98	NA	NA	-0.419644	NA
6	102.11	NA	NA	-0.322873	NA
7	102.11	102.192	102.696	-0.504748	-0.0815017
8	103.13	103.182	102.812	0.370252	-0.0523351
9	103.43	103.507	102.914	0.593064	-0.0772309
10	103.8	103.746	103.008	0.737856	0.0538108
11	103.99	104.018	103.096	0.92171	-0.0275434
12	104.03	104.16	103.18	0.980877	-0.13046
13	104.03	103.147	103.264	-0.116311	0.882561
14	102.58	102.502	103.356	-0.853915	0.0780816
15	102.65	102.696	103.447	-0.75079	-0.0458767
16	102.81	102.888	103.523	-0.635477	-0.0778559
17	102.98	103.174	103.593	-0.419644	-0.193689
18	103.12	103.341	103.664	-0.322873	-0.220877
19	103.12	103.034	103.538	-0.504748	0.0864149
20	104.33	103.587	103.217	0.370252	0.743082
21	104.41	103.487	102.894	0.593064	0.923186
22	104.66	103.308	102.57	0.737856	1.35173
23	104.81	103.18	102.258	0.92171	1.62996
24	104.9	102.933	101.952	0.980877	1.96746
25	100.15	101.53	101.646	-0.116311	-1.37952
26	98.74	100.482	101.335	-0.853915	-1.7415
27	98.74	100.273	101.024	-0.75079	-1.53338
28	98.96	100.088	100.723	-0.635477	-1.12786
29	99.34	100.012	100.432	-0.419644	-0.672023
30	99.4	99.8217	100.145	-0.322873	-0.42171
31	99.5	99.5486	100.053	-0.504748	-0.0485851
32	100.5	100.583	100.213	0.370252	-0.0831684
33	100.77	101.02	100.427	0.593064	-0.250148
34	101.08	101.364	100.626	0.737856	-0.284106
35	101.39	101.719	100.797	0.92171	-0.328793
36	101.43	101.93	100.949	0.980877	-0.499627
37	101.43	100.97	101.086	-0.116311	0.460061
38	101.29	100.332	101.186	-0.853915	0.957665
39	101.33	100.505	101.256	-0.75079	0.824957
40	101.15	100.664	101.3	-0.635477	0.485894
41	101.25	100.889	101.308	-0.419644	0.361311
42	101.13	100.987	101.31	-0.322873	0.14329
43	101.07	100.822	101.327	-0.504748	0.248082
44	101.33	101.733	101.363	0.370252	-0.403168
45	101.61	102.001	101.408	0.593064	-0.391398
46	101.29	102.207	101.469	0.737856	-0.917023
47	101.39	102.459	101.537	0.92171	-1.06921
48	101.46	102.593	101.612	0.980877	-1.13296
49	101.81	101.569	101.685	-0.116311	0.241311
50	101.78	100.87	101.724	-0.853915	0.910165
51	101.93	100.971	101.722	-0.75079	0.958707
52	102.01	101.086	101.721	-0.635477	0.924227
53	102.03	101.321	101.741	-0.419644	0.708811
54	102.14	101.436	101.759	-0.322873	0.703707
55	101.81	NA	NA	-0.504748	NA
56	101.52	NA	NA	0.370252	NA
57	101.38	NA	NA	0.593064	NA
58	101.5	NA	NA	0.737856	NA
59	101.65	NA	NA	0.92171	NA
60	101.64	NA	NA	0.980877	NA