| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 9 | NA | NA | 0.440278 | NA |
| 2 | 13 | NA | NA | 0.231944 | NA |
| 3 | 12 | NA | NA | -0.601389 | NA |
| 4 | 5 | NA | NA | -2.88472 | NA |
| 5 | 13 | NA | NA | -0.226389 | NA |
| 6 | 11 | NA | NA | 1.09861 | NA |
| 7 | 8 | 6.37361 | 7.79167 | -1.41806 | 1.62639 |
| 8 | 8 | 6.03194 | 6.83333 | -0.801389 | 1.96806 |
| 9 | 8 | 8.52361 | 5.70833 | 2.81528 | -0.523611 |
| 10 | 8 | 7.36528 | 4.79167 | 2.57361 | 0.634722 |
| 11 | 0 | 3.22361 | 3.91667 | -0.693056 | -3.22361 |
| 12 | 3 | 2.38194 | 2.91667 | -0.534722 | 0.618056 |
| 13 | 0 | 2.52361 | 2.08333 | 0.440278 | -2.52361 |
| 14 | -1 | 1.60694 | 1.375 | 0.231944 | -2.60694 |
| 15 | -1 | 0.315278 | 0.916667 | -0.601389 | -1.31528 |
| 16 | -4 | -2.38472 | 0.5 | -2.88472 | -1.61528 |
| 17 | 1 | -0.184722 | 0.0416667 | -0.226389 | 1.18472 |
| 18 | -1 | 0.765278 | -0.333333 | 1.09861 | -1.76528 |
| 19 | 0 | -1.83472 | -0.416667 | -1.41806 | 1.83472 |
| 20 | -1 | -0.968056 | -0.166667 | -0.801389 | -0.0319444 |
| 21 | 6 | 2.77361 | -0.0416667 | 2.81528 | 3.22639 |
| 22 | 0 | 2.57361 | 2.77556e-17 | 2.57361 | -2.57361 |
| 23 | -3 | -0.818056 | -0.125 | -0.693056 | -2.18194 |
| 24 | -3 | -0.618056 | -0.0833333 | -0.534722 | -2.38194 |
| 25 | 4 | 0.606944 | 0.166667 | 0.440278 | 3.39306 |
| 26 | 1 | 0.731944 | 0.5 | 0.231944 | 0.268056 |
| 27 | 0 | 0.148611 | 0.75 | -0.601389 | -0.148611 |
| 28 | -4 | -1.88472 | 1 | -2.88472 | -2.11528 |
| 29 | -2 | 1.27361 | 1.5 | -0.226389 | -3.27361 |
| 30 | 3 | 3.14028 | 2.04167 | 1.09861 | -0.140278 |
| 31 | 2 | 1.04028 | 2.45833 | -1.41806 | 0.959722 |
| 32 | 5 | 1.94861 | 2.75 | -0.801389 | 3.05139 |
| 33 | 6 | 5.98194 | 3.16667 | 2.81528 | 0.0180556 |
| 34 | 6 | 6.19861 | 3.625 | 2.57361 | -0.198611 |
| 35 | 3 | 3.34861 | 4.04167 | -0.693056 | -0.348611 |
| 36 | 4 | 3.84028 | 4.375 | -0.534722 | 0.159722 |
| 37 | 7 | 4.85694 | 4.41667 | 0.440278 | 2.14306 |
| 38 | 5 | 4.48194 | 4.25 | 0.231944 | 0.518056 |
| 39 | 6 | 3.48194 | 4.08333 | -0.601389 | 2.51806 |
| 40 | 1 | 1.15694 | 4.04167 | -2.88472 | -0.156944 |
| 41 | 3 | 3.98194 | 4.20833 | -0.226389 | -0.981944 |
| 42 | 6 | 5.51528 | 4.41667 | 1.09861 | 0.484722 |
| 43 | 0 | 3.04028 | 4.45833 | -1.41806 | -3.04028 |
| 44 | 3 | 3.65694 | 4.45833 | -0.801389 | -0.656944 |
| 45 | 4 | 7.14861 | 4.33333 | 2.81528 | -3.14861 |
| 46 | 7 | 6.78194 | 4.20833 | 2.57361 | 0.218056 |
| 47 | 6 | 3.51528 | 4.20833 | -0.693056 | 2.48472 |
| 48 | 6 | 3.50694 | 4.04167 | -0.534722 | 2.49306 |
| 49 | 6 | 4.31528 | 3.875 | 0.440278 | 1.68472 |
| 50 | 6 | 3.77361 | 3.54167 | 0.231944 | 2.22639 |
| 51 | 2 | 2.64861 | 3.25 | -0.601389 | -0.648611 |
| 52 | 2 | 0.281944 | 3.16667 | -2.88472 | 1.71806 |
| 53 | 2 | 2.73194 | 2.95833 | -0.226389 | -0.731944 |
| 54 | 3 | 3.64028 | 2.54167 | 1.09861 | -0.640278 |
| 55 | -1 | 0.415278 | 1.83333 | -1.41806 | -1.41528 |
| 56 | -4 | 0.365278 | 1.16667 | -0.801389 | -4.36528 |
| 57 | 4 | 3.60694 | 0.791667 | 2.81528 | 0.393056 |
| 58 | 5 | 3.11528 | 0.541667 | 2.57361 | 1.88472 |
| 59 | 3 | -0.234722 | 0.458333 | -0.693056 | 3.23472 |
| 60 | -1 | -0.0763889 | 0.458333 | -0.534722 | -0.923611 |
| 61 | -4 | 0.731944 | 0.291667 | 0.440278 | -4.73194 |
| 62 | 0 | 0.440278 | 0.208333 | 0.231944 | -0.440278 |
| 63 | -1 | -0.559722 | 0.0416667 | -0.601389 | -0.440278 |
| 64 | -1 | -3.13472 | -0.25 | -2.88472 | 2.13472 |
| 65 | 3 | -0.768056 | -0.541667 | -0.226389 | 3.76806 |
| 66 | 2 | -0.0263889 | -1.125 | 1.09861 | 2.02639 |
| 67 | -4 | NA | NA | -1.41806 | NA |
| 68 | -3 | NA | NA | -0.801389 | NA |
| 69 | -1 | NA | NA | 2.81528 | NA |
| 70 | 3 | NA | NA | 2.57361 | NA |
| 71 | -2 | NA | NA | -0.693056 | NA |
| 72 | -10 | NA | NA | -0.534722 | NA |
