Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	100	NA	NA	0.998787	NA
2	100	NA	NA	1.00032	NA
3	100	NA	NA	1.00027	NA
4	100	NA	NA	1.00353	NA
5	100	NA	NA	1.0022	NA
6	100	NA	NA	1.00347	NA
7	100	100.162	100.017	1.00145	0.998385
8	100	100.071	100.05	1.00021	0.999295
9	100	99.8937	100.083	0.998105	1.00106
10	100	99.8143	100.117	0.996979	1.00186
11	100	99.9565	100.15	0.998068	1.00044
12	100	99.8445	100.183	0.996618	1.00156
13	100.4	100.095	100.217	0.998787	1.00305
14	100.4	100.282	100.25	1.00032	1.00118
15	100.4	100.31	100.283	1.00027	1.0009
16	100.4	100.671	100.317	1.00353	0.997309
17	100.4	100.612	100.392	1.0022	0.997888
18	100.4	100.857	100.508	1.00347	0.995466
19	100.4	100.779	100.633	1.00145	0.996236
20	100.4	100.787	100.767	1.00021	0.996156
21	100.4	100.734	100.925	0.998105	0.996687
22	100.4	100.803	101.108	0.996979	0.996003
23	101.4	101.096	101.292	0.998068	1.00301
24	101.4	101.132	101.475	0.996618	1.00265
25	102	101.535	101.658	0.998787	1.00458
26	102	101.874	101.842	1.00032	1.00124
27	102.6	102.04	102.012	1.00027	1.00549
28	102.6	102.536	102.175	1.00353	1.00063
29	102.6	102.525	102.3	1.0022	1.00073
30	102.6	102.739	102.383	1.00347	0.998649
31	102.6	102.611	102.462	1.00145	0.999892
32	102.6	102.559	102.537	1.00021	1.0004
33	102.3	102.393	102.587	0.998105	0.999091
34	102.4	102.386	102.696	0.996979	1.00014
35	102.4	102.689	102.888	0.998068	0.997189
36	102.4	102.755	103.104	0.996618	0.996541
37	102.9	103.22	103.346	0.998787	0.996895
38	102.9	103.62	103.588	1.00032	0.993047
39	102.9	103.869	103.842	1.00027	0.990668
40	104.9	104.472	104.104	1.00353	1.0041
41	104.9	104.592	104.362	1.0022	1.00294
42	105.5	104.984	104.621	1.00347	1.00491
43	105.5	105.01	104.858	1.00145	1.00466
44	105.5	105.151	105.129	1.00021	1.00332
45	105.5	105.254	105.454	0.998105	1.00233
46	105.5	105.377	105.696	0.996979	1.00117
47	105.5	105.654	105.858	0.998068	0.998544
48	105.5	105.666	106.025	0.996618	0.998425
49	105.5	106.067	106.196	0.998787	0.994654
50	106.8	106.405	106.371	1.00032	1.00372
51	106.8	106.574	106.546	1.00027	1.00212
52	106.8	107.106	106.729	1.00353	0.997142
53	106.9	107.156	106.921	1.0022	0.997611
54	107.5	107.484	107.112	1.00347	1.00015
55	107.6	NA	NA	1.00145	NA
56	107.6	NA	NA	1.00021	NA
57	107.6	NA	NA	0.998105	NA
58	107.8	NA	NA	0.996979	NA
59	107.8	NA	NA	0.998068	NA
60	107.8	NA	NA	0.996618	NA