Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 26 | NA | NA | 0.495535714285714 | NA |
2 | 26 | NA | NA | 0.0223214285714286 | NA |
3 | 27 | 27.5848214285714 | 26.875 | 0.709821428571429 | -0.584821428571427 |
4 | 28 | 26.1473214285714 | 27.375 | -1.22767857142857 | 1.85267857142857 |
5 | 27 | 28.2455357142857 | 27.75 | 0.495535714285714 | -1.24553571428572 |
6 | 29 | 28.0223214285714 | 28 | 0.0223214285714286 | 0.977678571428573 |
7 | 27 | 28.9598214285714 | 28.25 | 0.709821428571429 | -1.95982142857143 |
8 | 30 | 27.1473214285714 | 28.375 | -1.22767857142857 | 2.85267857142857 |
9 | 27 | 29.6205357142857 | 29.125 | 0.495535714285714 | -2.62053571428572 |
10 | 30 | 29.7723214285714 | 29.75 | 0.0223214285714286 | 0.227678571428573 |
11 | 32 | 31.0848214285714 | 30.375 | 0.709821428571429 | 0.915178571428573 |
12 | 30 | 30.1473214285714 | 31.375 | -1.22767857142857 | -0.147321428571427 |
13 | 32 | 32.4955357142857 | 32 | 0.495535714285714 | -0.495535714285715 |
14 | 33 | 32.5223214285714 | 32.5 | 0.0223214285714286 | 0.477678571428569 |
15 | 34 | 33.7098214285714 | 33 | 0.709821428571429 | 0.290178571428569 |
16 | 32 | 32.5223214285714 | 33.75 | -1.22767857142857 | -0.522321428571431 |
17 | 34 | 35.1205357142857 | 34.625 | 0.495535714285714 | -1.12053571428572 |
18 | 37 | 35.5223214285714 | 35.5 | 0.0223214285714286 | 1.47767857142857 |
19 | 37 | 36.7098214285714 | 36 | 0.709821428571429 | 0.290178571428569 |
20 | 36 | 34.8973214285714 | 36.125 | -1.22767857142857 | 1.10267857142857 |
21 | 34 | 37.2455357142857 | 36.75 | 0.495535714285714 | -3.24553571428572 |
22 | 38 | 37.8973214285714 | 37.875 | 0.0223214285714286 | 0.102678571428569 |
23 | 41 | 40.4598214285714 | 39.75 | 0.709821428571429 | 0.540178571428569 |
24 | 41 | 40.2723214285714 | 41.5 | -1.22767857142857 | 0.72767857142857 |
25 | 44 | 42.9955357142857 | 42.5 | 0.495535714285714 | 1.00446428571428 |
26 | 42 | 43.5223214285714 | 43.5 | 0.0223214285714286 | -1.52232142857143 |
27 | 45 | 45.3348214285714 | 44.625 | 0.709821428571429 | -0.334821428571431 |
28 | 45 | 45.5223214285714 | 46.75 | -1.22767857142857 | -0.522321428571431 |
29 | 49 | 49.6205357142857 | 49.125 | 0.495535714285714 | -0.620535714285715 |
30 | 54 | 51.0223214285714 | 51 | 0.0223214285714286 | 2.97767857142857 |
31 | 52 | 52.9598214285714 | 52.25 | 0.709821428571429 | -0.95982142857143 |
32 | 53 | 51.3973214285714 | 52.625 | -1.22767857142857 | 1.60267857142857 |
33 | 51 | 54.2455357142857 | 53.75 | 0.495535714285714 | -3.24553571428572 |
34 | 55 | 55.6473214285714 | 55.625 | 0.0223214285714286 | -0.64732142857143 |
35 | 60 | 58.7098214285714 | 58 | 0.709821428571429 | 1.29017857142857 |
36 | 60 | 58.8973214285714 | 60.125 | -1.22767857142857 | 1.10267857142857 |
37 | 63 | 61.7455357142857 | 61.25 | 0.495535714285714 | 1.25446428571428 |
38 | 60 | 62.3973214285714 | 62.375 | 0.0223214285714286 | -2.39732142857143 |
39 | 64 | 65.2098214285714 | 64.5 | 0.709821428571429 | -1.20982142857143 |
40 | 65 | 66.0223214285714 | 67.25 | -1.22767857142857 | -1.02232142857143 |
41 | 75 | 69.9955357142857 | 69.5 | 0.495535714285714 | 5.00446428571429 |
42 | 70 | 71.0223214285714 | 71 | 0.0223214285714286 | -1.02232142857143 |
43 | 72 | 72.2098214285714 | 71.5 | 0.709821428571429 | -0.209821428571431 |
44 | 69 | 70.7723214285714 | 72 | -1.22767857142857 | -1.77232142857143 |
45 | 75 | 73.2455357142857 | 72.75 | 0.495535714285714 | 1.75446428571429 |
46 | 74 | 73.7723214285714 | 73.75 | 0.0223214285714286 | 0.227678571428569 |
47 | 74 | 75.7098214285714 | 75 | 0.709821428571429 | -1.70982142857143 |
48 | 75 | 74.8973214285714 | 76.125 | -1.22767857142857 | 0.102678571428569 |
49 | 79 | 78.6205357142857 | 78.125 | 0.495535714285714 | 0.379464285714292 |
50 | 79 | 79.8973214285714 | 79.875 | 0.0223214285714286 | -0.89732142857143 |
51 | 85 | 81.5848214285714 | 80.875 | 0.709821428571429 | 3.41517857142857 |
52 | 78 | 81.0223214285714 | 82.25 | -1.22767857142857 | -3.02232142857143 |
53 | 84 | 83.4955357142857 | 83 | 0.495535714285714 | 0.504464285714292 |
54 | 85 | 83.5223214285714 | 83.5 | 0.0223214285714286 | 1.47767857142857 |
55 | 85 | 85.5848214285714 | 84.875 | 0.709821428571429 | -0.58482142857143 |
56 | 82 | 85.1473214285714 | 86.375 | -1.22767857142857 | -3.14732142857143 |
57 | 91 | 89.1205357142857 | 88.625 | 0.495535714285714 | 1.87946428571429 |
58 | 90 | 92.2723214285714 | 92.25 | 0.0223214285714286 | -2.27232142857143 |
59 | 98 | NA | NA | 0.709821428571429 | NA |
60 | 98 | NA | NA | -1.22767857142857 | NA |