| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 20.89 | NA | NA | -0.0243576 | NA |
| 2 | 21.04 | NA | NA | -0.0210243 | NA |
| 3 | 21.07 | NA | NA | -0.014566 | NA |
| 4 | 21.12 | NA | NA | -0.0236632 | NA |
| 5 | 21.25 | NA | NA | -0.000607639 | NA |
| 6 | 21.24 | NA | NA | 0.0101563 | NA |
| 7 | 21.24 | 21.1787 | 21.1712 | 0.00744792 | 0.0613021 |
| 8 | 21.22 | 21.2472 | 21.2025 | 0.0446701 | -0.0271701 |
| 9 | 21.29 | 21.3037 | 21.2442 | 0.0595313 | -0.0136979 |
| 10 | 21.25 | 21.2643 | 21.2858 | -0.0215799 | -0.0142535 |
| 11 | 21.15 | 21.3172 | 21.3238 | -0.00651042 | -0.16724 |
| 12 | 21.16 | 21.3501 | 21.3596 | -0.00949653 | -0.190087 |
| 13 | 21.16 | 21.3711 | 21.3954 | -0.0243576 | -0.211059 |
| 14 | 21.52 | 21.4102 | 21.4312 | -0.0210243 | 0.109774 |
| 15 | 21.59 | 21.4534 | 21.4679 | -0.014566 | 0.136649 |
| 16 | 21.6 | 21.4826 | 21.5062 | -0.0236632 | 0.117413 |
| 17 | 21.68 | 21.554 | 21.5546 | -0.000607639 | 0.126024 |
| 18 | 21.67 | 21.626 | 21.6158 | 0.0101563 | 0.0440104 |
| 19 | 21.67 | 21.6883 | 21.6808 | 0.00744792 | -0.0182813 |
| 20 | 21.65 | 21.7759 | 21.7313 | 0.0446701 | -0.12592 |
| 21 | 21.74 | 21.8241 | 21.7646 | 0.0595313 | -0.0841146 |
| 22 | 21.72 | 21.7793 | 21.8008 | -0.0215799 | -0.0592535 |
| 23 | 21.84 | 21.8339 | 21.8404 | -0.00651042 | 0.00609375 |
| 24 | 21.94 | 21.8709 | 21.8804 | -0.00949653 | 0.0690799 |
| 25 | 21.94 | 21.8986 | 21.9229 | -0.0243576 | 0.041441 |
| 26 | 21.95 | 21.949 | 21.97 | -0.0210243 | 0.00102431 |
| 27 | 21.96 | 22.0046 | 22.0192 | -0.014566 | -0.0446007 |
| 28 | 22.1 | 22.0322 | 22.0558 | -0.0236632 | 0.0678299 |
| 29 | 22.13 | 22.0773 | 22.0779 | -0.000607639 | 0.052691 |
| 30 | 22.18 | 22.1018 | 22.0917 | 0.0101563 | 0.0781771 |
| 31 | 22.18 | 22.1091 | 22.1017 | 0.00744792 | 0.0708854 |
| 32 | 22.27 | 22.1559 | 22.1112 | 0.0446701 | 0.11408 |
| 33 | 22.3 | 22.1758 | 22.1162 | 0.0595313 | 0.124219 |
| 34 | 22.04 | 22.0922 | 22.1138 | -0.0215799 | -0.0521701 |
| 35 | 22.05 | 22.1022 | 22.1087 | -0.00651042 | -0.0522396 |
| 36 | 22.06 | 22.0951 | 22.1046 | -0.00949653 | -0.0350868 |
| 37 | 22.06 | 22.0761 | 22.1004 | -0.0243576 | -0.016059 |
| 38 | 22.06 | 22.0827 | 22.1037 | -0.0210243 | -0.0227257 |
| 39 | 21.97 | 22.0988 | 22.1133 | -0.014566 | -0.128767 |
| 40 | 22.03 | 22.0972 | 22.1208 | -0.0236632 | -0.0671701 |
| 41 | 22.08 | 22.1306 | 22.1312 | -0.000607639 | -0.0506424 |
| 42 | 22.13 | 22.1518 | 22.1417 | 0.0101563 | -0.0218229 |
| 43 | 22.13 | 22.1558 | 22.1483 | 0.00744792 | -0.0257813 |
| 44 | 22.4 | 22.2018 | 22.1571 | 0.0446701 | 0.198247 |
| 45 | 22.4 | 22.2354 | 22.1758 | 0.0595313 | 0.164635 |
| 46 | 22.12 | 22.1763 | 22.1979 | -0.0215799 | -0.0563368 |
| 47 | 22.22 | 22.2077 | 22.2142 | -0.00651042 | 0.0123437 |
| 48 | 22.14 | 22.2188 | 22.2283 | -0.00949653 | -0.0788368 |
| 49 | 22.14 | 22.2173 | 22.2417 | -0.0243576 | -0.077309 |
| 50 | 22.19 | 22.2227 | 22.2438 | -0.0210243 | -0.0327257 |
| 51 | 22.29 | 22.22 | 22.2346 | -0.014566 | 0.0699826 |
| 52 | 22.24 | 22.2159 | 22.2396 | -0.0236632 | 0.0240799 |
| 53 | 22.26 | 22.2556 | 22.2562 | -0.000607639 | 0.00435764 |
| 54 | 22.29 | 22.2856 | 22.2754 | 0.0101563 | 0.00442708 |
| 55 | 22.29 | 22.307 | 22.2996 | 0.00744792 | -0.0170312 |
| 56 | 22.29 | 22.353 | 22.3083 | 0.0446701 | -0.0630035 |
| 57 | 22.29 | 22.3574 | 22.2979 | 0.0595313 | -0.0674479 |
| 58 | 22.35 | 22.2613 | 22.2829 | -0.0215799 | 0.0886632 |
| 59 | 22.39 | 22.2597 | 22.2662 | -0.00651042 | 0.13026 |
| 60 | 22.43 | 22.2393 | 22.2487 | -0.00949653 | 0.190747 |
| 61 | 22.43 | 22.2069 | 22.2312 | -0.0243576 | 0.223108 |
| 62 | 22.11 | 22.1931 | 22.2142 | -0.0210243 | -0.0831424 |
| 63 | 22.12 | 22.1829 | 22.1975 | -0.014566 | -0.062934 |
| 64 | 22.05 | 22.1609 | 22.1846 | -0.0236632 | -0.11092 |
| 65 | 22.05 | 22.1736 | 22.1742 | -0.000607639 | -0.123559 |
| 66 | 22.08 | 22.1706 | 22.1604 | 0.0101563 | -0.0905729 |
| 67 | 22.08 | 22.152 | 22.1446 | 0.00744792 | -0.0720313 |
| 68 | 22.09 | 22.1872 | 22.1425 | 0.0446701 | -0.0971701 |
| 69 | 22.09 | 22.2145 | 22.155 | 0.0595313 | -0.124531 |
| 70 | 22.24 | 22.1476 | 22.1692 | -0.0215799 | 0.0924132 |
| 71 | 22.25 | 22.1802 | 22.1867 | -0.00651042 | 0.0698438 |
| 72 | 22.24 | 22.1968 | 22.2062 | -0.00949653 | 0.0432465 |
| 73 | 22.24 | 22.2011 | 22.2254 | -0.0243576 | 0.038941 |
| 74 | 22.25 | 22.2231 | 22.2442 | -0.0210243 | 0.0268576 |
| 75 | 22.28 | 22.2513 | 22.2658 | -0.014566 | 0.0287326 |
| 76 | 22.23 | 22.2622 | 22.2858 | -0.0236632 | -0.0321701 |
| 77 | 22.29 | 22.2998 | 22.3004 | -0.000607639 | -0.00980903 |
| 78 | 22.31 | 22.3252 | 22.315 | 0.0101563 | -0.0151563 |
| 79 | 22.31 | NA | NA | 0.00744792 | NA |
| 80 | 22.31 | NA | NA | 0.0446701 | NA |
| 81 | 22.39 | NA | NA | 0.0595313 | NA |
| 82 | 22.42 | NA | NA | -0.0215799 | NA |
| 83 | 22.42 | NA | NA | -0.00651042 | NA |
| 84 | 22.42 | NA | NA | -0.00949653 | NA |
