Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	77	NA	NA	-5.52604	NA
2	85	NA	NA	-9.99479	NA
3	85	NA	NA	3.4375	NA
4	78	NA	NA	0.546875	NA
5	89	NA	NA	8.98958	NA
6	87	NA	NA	-1.88021	NA
7	80	79.6198	84.5	-4.88021	0.380208
8	83	79.2708	84.5833	-5.3125	3.72917
9	88	98.6562	84.5	14.1563	-10.6562
10	86	77.6667	84.5417	-6.875	8.33333
11	81	84.4115	84.7083	-0.296875	-3.41146
12	94	92.3021	84.6667	7.63542	1.69792
13	79	79.1823	84.7083	-5.52604	-0.182292
14	85	75.0885	85.0833	-9.99479	9.91146
15	83	89.0208	85.5833	3.4375	-6.02083
16	81	86.1302	85.5833	0.546875	-5.13021
17	90	94.3646	85.375	8.98958	-4.36458
18	85	83.4115	85.2917	-1.88021	1.58854
19	83	80.3281	85.2083	-4.88021	2.67188
20	89	79.9792	85.2917	-5.3125	9.02083
21	94	99.6562	85.5	14.1563	-5.65625
22	80	79.0417	85.9167	-6.875	0.958333
23	82	85.9115	86.2083	-0.296875	-3.91146
24	91	94.0104	86.375	7.63542	-3.01042
25	80	80.724	86.25	-5.52604	-0.723958
26	86	75.5885	85.5833	-9.99479	10.4115
27	87	88.8125	85.375	3.4375	-1.8125
28	87	86.0469	85.5	0.546875	0.953125
29	91	94.6562	85.6667	8.98958	-3.65625
30	88	84.0365	85.9167	-1.88021	3.96354
31	77	80.8698	85.75	-4.88021	-3.86979
32	79	80.0625	85.375	-5.3125	-1.0625
33	99	99.3646	85.2083	14.1563	-0.364583
34	78	78.4167	85.2917	-6.875	-0.416667
35	88	85.0365	85.3333	-0.296875	2.96354
36	91	93.0938	85.4583	7.63542	-2.09375
37	76	80.1406	85.6667	-5.52604	-4.14062
38	81	75.7552	85.75	-9.99479	5.24479
39	88	89.1042	85.6667	3.4375	-1.10417
40	88	86.0885	85.5417	0.546875	1.91146
41	91	94.4062	85.4167	8.98958	-3.40625
42	91	83.5365	85.4167	-1.88021	7.46354
43	79	80.5365	85.4167	-4.88021	-1.53646
44	79	79.7292	85.0417	-5.3125	-0.729167
45	97	98.9062	84.75	14.1563	-1.90625
46	77	77.7917	84.6667	-6.875	-0.791667
47	86	84.4115	84.7083	-0.296875	1.58854
48	93	92.3437	84.7083	7.63542	0.65625
49	74	79.1406	84.6667	-5.52604	-5.14062
50	74	74.5885	84.5833	-9.99479	-0.588542
51	88	87.9792	84.5417	3.4375	0.0208333
52	86	85.1719	84.625	0.546875	0.828125
53	94	93.5729	84.5833	8.98958	0.427083
54	88	82.6198	84.5	-1.88021	5.38021
55	81	79.7448	84.625	-4.88021	1.25521
56	75	79.3958	84.7083	-5.3125	-4.39583
57	100	98.6979	84.5417	14.1563	1.30208
58	76	77.625	84.5	-6.875	-1.625
59	86	84.3698	84.6667	-0.296875	1.63021
60	91	92.2604	84.625	7.63542	-1.26042
61	79	78.6823	84.2083	-5.52604	0.317708
62	71	73.9635	83.9583	-9.99479	-2.96354
63	87	87.3125	83.875	3.4375	-0.3125
64	86	84.2135	83.6667	0.546875	1.78646
65	98	92.3646	83.375	8.98958	5.63542
66	83	81.2865	83.1667	-1.88021	1.71354
67	76	78.2031	83.0833	-4.88021	-2.20312
68	74	77.5208	82.8333	-5.3125	-3.52083
69	99	96.9062	82.75	14.1563	2.09375
70	72	76	82.875	-6.875	-4
71	83	82.3698	82.6667	-0.296875	0.630208
72	89	89.9271	82.2917	7.63542	-0.927083
73	79	76.6823	82.2083	-5.52604	2.31771
74	65	72.4219	82.4167	-9.99479	-7.42188
75	91	86.1875	82.75	3.4375	4.8125
76	85	83.7135	83.1667	0.546875	1.28646
77	94	92.3646	83.375	8.98958	1.63542
78	78	81.7031	83.5833	-1.88021	-3.70312
79	79	78.8698	83.75	-4.88021	0.130208
80	76	78.4375	83.75	-5.3125	-2.4375
81	105	97.9062	83.75	14.1563	7.09375
82	76	76.75	83.625	-6.875	-0.75
83	84	83.2031	83.5	-0.296875	0.796875
84	93	90.9271	83.2917	7.63542	2.07292
85	79	77.6406	83.1667	-5.52604	1.35938
86	65	73.2969	83.2917	-9.99479	-8.29688
87	91	86.7708	83.3333	3.4375	4.22917
88	82	83.7969	83.25	0.546875	-1.79688
89	94	92.0729	83.0833	8.98958	1.92708
90	73	81.1198	83	-1.88021	-8.11979
91	81	78.2865	83.1667	-4.88021	2.71354
92	77	78.0625	83.375	-5.3125	-1.0625
93	105	97.3646	83.2083	14.1563	7.63542
94	74	76.1667	83.0417	-6.875	-2.16667
95	82	82.7448	83.0417	-0.296875	-0.744792
96	93	90.5938	82.9583	7.63542	2.40625
97	83	77.2656	82.7917	-5.52604	5.73438
98	66	72.7552	82.75	-9.99479	-6.75521
99	86	86.2708	82.8333	3.4375	-0.270833
100	83	83.2969	82.75	0.546875	-0.296875
101	93	91.6562	82.6667	8.98958	1.34375
102	72	80.7448	82.625	-1.88021	-8.74479
103	78	NA	NA	-4.88021	NA
104	79	NA	NA	-5.3125	NA
105	105	NA	NA	14.1563	NA
106	72	NA	NA	-6.875	NA
107	82	NA	NA	-0.296875	NA
108	92	NA	NA	7.63542	NA