Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	2.08	NA	NA	0.652237	NA
2	2.09	NA	NA	0.634916	NA
3	2.36	NA	NA	0.723904	NA
4	2.99	NA	NA	0.857237	NA
5	2.75	NA	NA	0.0450347	NA
6	1.58	NA	NA	-0.53937	NA
7	1.69	1.41515	2.06708	-0.65193	0.274846
8	1.3	1.28218	2.11708	-0.834906	0.0178224
9	1.97	1.5295	2.14125	-0.611751	0.440501
10	1.84	1.91551	2.16917	-0.253656	-0.0755109
11	1.96	2.03855	2.165	-0.126453	-0.0785466
12	1.86	2.23432	2.12958	0.104737	-0.37432
13	2.75	2.76432	2.11208	0.652237	-0.0143204
14	2.62	2.73492	2.1	0.634916	-0.114916
15	2.41	2.80765	2.08375	0.723904	-0.397654
16	3.61	2.93557	2.07833	0.857237	0.67443
17	2.03	2.14712	2.10208	0.0450347	-0.117118
18	1.45	1.60396	2.14333	-0.53937	-0.153963
19	1.4	1.5114	2.16333	-0.65193	-0.111404
20	1.3	1.29634	2.13125	-0.834906	0.00365575
21	1.58	1.492	2.10375	-0.611751	0.088001
22	2.1	1.80426	2.05792	-0.253656	0.295739
23	2.27	1.8923	2.01875	-0.126453	0.377703
24	2.54	2.13307	2.02833	0.104737	0.40693
25	2.55	2.69349	2.04125	0.652237	-0.143487
26	2.05	2.67492	2.04	0.634916	-0.624916
27	2.32	2.74849	2.02458	0.723904	-0.428487
28	2.6	2.87724	2.02	0.857237	-0.277237
29	2.1	2.05462	2.00958	0.0450347	0.0453819
30	1.61	1.44521	1.98458	-0.53937	0.164787
31	1.55	1.31557	1.9675	-0.65193	0.23443
32	1.12	1.13301	1.96792	-0.834906	-0.0130109
33	1.39	1.37325	1.985	-0.611751	0.016751
34	2.18	1.75468	2.00833	-0.253656	0.425322
35	1.94	1.89521	2.02167	-0.126453	0.0447867
36	2.27	2.11599	2.01125	0.104737	0.154013
37	2.41	2.63224	1.98	0.652237	-0.222237
38	2.2	2.58408	1.94917	0.634916	-0.384082
39	2.58	2.64599	1.92208	0.723904	-0.0659871
40	2.9	2.7364	1.87917	0.857237	0.163596
41	2.12	1.87045	1.82542	0.0450347	0.249549
42	1.34	1.22438	1.76375	-0.53937	0.11562
43	1.07	1.08515	1.73708	-0.65193	-0.0151538
44	0.86	0.933844	1.76875	-0.834906	-0.0738442
45	1	1.21117	1.82292	-0.611751	-0.211166
46	1.54	1.61218	1.86583	-0.253656	-0.0721776
47	1.29	1.7498	1.87625	-0.126453	-0.459797
48	1.44	1.98224	1.8775	0.104737	-0.542237
49	2.6	2.54807	1.89583	0.652237	0.0519296
50	2.77	2.56325	1.92833	0.634916	0.206751
51	3.31	2.69432	1.97042	0.723904	0.61568
52	3.2	2.85807	2.00083	0.857237	0.34193
53	2.07	2.0817	2.03667	0.0450347	-0.0117014
54	1.42	1.5723	2.11167	-0.53937	-0.152297
55	1.43	1.51057	2.1625	-0.65193	-0.0805704
56	1.28	1.34551	2.18042	-0.834906	-0.0655109
57	1.59	1.55492	2.16667	-0.611751	0.0350843
58	1.68	1.85051	2.10417	-0.253656	-0.170511
59	2.01	1.92438	2.05083	-0.126453	0.08562
60	2.52	2.12307	2.01833	0.104737	0.39693
61	2.74	2.63599	1.98375	0.652237	0.104013
62	3.06	2.58242	1.9475	0.634916	0.477584
63	2.69	2.62807	1.90417	0.723904	0.0619296
64	2.32	2.71974	1.8625	0.857237	-0.399737
65	1.67	1.88378	1.83875	0.0450347	-0.213785
66	1.04	1.26938	1.80875	-0.53937	-0.22938
67	0.98	1.13307	1.785	-0.65193	-0.15307
68	0.86	0.940094	1.775	-0.834906	-0.0800942
69	0.97	1.16408	1.77583	-0.611751	-0.194082
70	1.3	1.54134	1.795	-0.253656	-0.241344
71	1.82	1.69438	1.82083	-0.126453	0.12562
72	1.99	1.96557	1.86083	0.104737	0.0244296
73	2.7	2.5489	1.89667	0.652237	0.151096
74	2.86	2.56742	1.9325	0.634916	0.292584
75	2.91	2.69307	1.96917	0.723904	0.21693
76	2.56	2.85307	1.99583	0.857237	-0.29307
77	2.05	2.05587	2.01083	0.0450347	-0.00586806
78	1.62	1.47688	2.01625	-0.53937	0.14312
79	1.26	1.37265	2.02458	-0.65193	-0.112654
80	1.44	1.19259	2.0275	-0.834906	0.247406
81	1.27	1.40867	2.02042	-0.611751	-0.138666
82	1.64	1.76509	2.01875	-0.253656	-0.125094
83	1.84	1.89896	2.02542	-0.126453	-0.0589633
84	2.1	2.12932	2.02458	0.104737	-0.0293204
85	2.79	2.68057	2.02833	0.652237	0.10943
86	2.84	2.65658	2.02167	0.634916	0.183418
87	2.76	2.72599	2.00208	0.723904	0.0340129
88	2.67	2.84349	1.98625	0.857237	-0.173487
89	2.1	2.01003	1.965	0.0450347	0.0899653
90	1.55	1.40146	1.94083	-0.53937	0.148537
91	1.42	NA	NA	-0.65193	NA
92	1.12	NA	NA	-0.834906	NA
93	1.12	NA	NA	-0.611751	NA
94	1.41	NA	NA	-0.253656	NA
95	1.56	NA	NA	-0.126453	NA
96	1.8	NA	NA	0.104737	NA