| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 340.4 | NA | NA | 0.167465 | NA |
| 2 | 343.2 | NA | NA | -0.695729 | NA |
| 3 | 345 | NA | NA | -0.307674 | NA |
| 4 | 346.6 | NA | NA | 0.0289931 | NA |
| 5 | 348.7 | NA | NA | 0.306493 | NA |
| 6 | 351.1 | NA | NA | -0.125174 | NA |
| 7 | 352.7 | 354.106 | 354.692 | -0.586007 | -1.40566 |
| 8 | 354.8 | 356.419 | 357.05 | -0.631146 | -1.61885 |
| 9 | 359.8 | 359.038 | 359.408 | -0.370035 | 0.761701 |
| 10 | 364.4 | 362.66 | 361.938 | 0.722326 | 1.74017 |
| 11 | 366.2 | 365.357 | 364.596 | 0.761215 | 0.842951 |
| 12 | 368.8 | 368.008 | 367.279 | 0.729271 | 0.791562 |
| 13 | 369.6 | 370.226 | 370.058 | 0.167465 | -0.625799 |
| 14 | 370.6 | 372.329 | 373.025 | -0.695729 | -1.72927 |
| 15 | 374.2 | 375.713 | 376.021 | -0.307674 | -1.51316 |
| 16 | 378.1 | 378.966 | 378.938 | 0.0289931 | -0.866493 |
| 17 | 381 | 382.223 | 381.917 | 0.306493 | -1.22316 |
| 18 | 383.2 | 384.887 | 385.013 | -0.125174 | -1.68733 |
| 19 | 387.3 | 387.681 | 388.267 | -0.586007 | -0.38066 |
| 20 | 391.4 | 391.106 | 391.737 | -0.631146 | 0.293646 |
| 21 | 395.1 | 394.988 | 395.358 | -0.370035 | 0.111701 |
| 22 | 399.1 | 399.726 | 399.004 | 0.722326 | -0.626493 |
| 23 | 403 | 403.299 | 402.537 | 0.761215 | -0.298715 |
| 24 | 406.3 | 406.758 | 406.029 | 0.729271 | -0.458437 |
| 25 | 410.2 | 409.626 | 409.458 | 0.167465 | 0.574201 |
| 26 | 413.3 | 412.067 | 412.762 | -0.695729 | 1.23323 |
| 27 | 418.4 | 415.68 | 415.987 | -0.307674 | 2.72017 |
| 28 | 421.4 | 419.204 | 419.175 | 0.0289931 | 2.19601 |
| 29 | 422.5 | 422.619 | 422.312 | 0.306493 | -0.118993 |
| 30 | 425.5 | 425.254 | 425.379 | -0.125174 | 0.246007 |
| 31 | 427.3 | 427.797 | 428.383 | -0.586007 | -0.497326 |
| 32 | 430.7 | 430.598 | 431.229 | -0.631146 | 0.101979 |
| 33 | 433.2 | 433.517 | 433.888 | -0.370035 | -0.317465 |
| 34 | 437.5 | 437.251 | 436.529 | 0.722326 | 0.248507 |
| 35 | 439.9 | 440.124 | 439.362 | 0.761215 | -0.223715 |
| 36 | 443 | 443.058 | 442.329 | 0.729271 | -0.0584375 |
| 37 | 445.6 | 445.501 | 445.333 | 0.167465 | 0.0992014 |
| 38 | 446.2 | 447.625 | 448.321 | -0.695729 | -1.4251 |
| 39 | 449.3 | 450.946 | 451.254 | -0.307674 | -1.64649 |
| 40 | 453.9 | 454.171 | 454.142 | 0.0289931 | -0.27066 |
| 41 | 458 | 457.323 | 457.017 | 0.306493 | 0.67684 |
| 42 | 461.2 | 459.771 | 459.896 | -0.125174 | 1.42934 |
| 43 | 463.7 | 462.164 | 462.75 | -0.586007 | 1.53601 |
| 44 | 466 | 465.061 | 465.692 | -0.631146 | 0.939479 |
| 45 | 468.3 | 468.351 | 468.721 | -0.370035 | -0.0507986 |
| 46 | 471.7 | 472.397 | 471.675 | 0.722326 | -0.697326 |
| 47 | 474.7 | 475.295 | 474.533 | 0.761215 | -0.594549 |
| 48 | 477.3 | 478.079 | 477.35 | 0.729271 | -0.779271 |
| 49 | 479.8 | 480.359 | 480.192 | 0.167465 | -0.559132 |
| 50 | 482.6 | 482.442 | 483.138 | -0.695729 | 0.158229 |
| 51 | 485.6 | 485.896 | 486.204 | -0.307674 | -0.296493 |
| 52 | 488.5 | 489.462 | 489.433 | 0.0289931 | -0.962326 |
| 53 | 492 | 493.152 | 492.846 | 0.306493 | -1.15233 |
| 54 | 494.8 | 496.3 | 496.425 | -0.125174 | -1.49983 |
| 55 | 498.3 | 499.601 | 500.188 | -0.586007 | -1.30149 |
| 56 | 502.1 | 503.477 | 504.108 | -0.631146 | -1.37719 |
| 57 | 505.8 | 507.776 | 508.146 | -0.370035 | -1.9758 |
| 58 | 511.7 | 512.993 | 512.271 | 0.722326 | -1.29316 |
| 59 | 516.6 | 517.303 | 516.542 | 0.761215 | -0.702882 |
| 60 | 521.3 | 521.667 | 520.937 | 0.729271 | -0.366771 |
| 61 | 526.1 | 525.522 | 525.354 | 0.167465 | 0.578368 |
| 62 | 530.4 | 529.046 | 529.742 | -0.695729 | 1.35406 |
| 63 | 534.7 | 533.763 | 534.071 | -0.307674 | 0.93684 |
| 64 | 538.4 | 538.296 | 538.267 | 0.0289931 | 0.10434 |
| 65 | 544.6 | 542.581 | 542.275 | 0.306493 | 2.01851 |
| 66 | 547.7 | 545.987 | 546.112 | -0.125174 | 1.71267 |
| 67 | 551.4 | 549.11 | 549.696 | -0.586007 | 2.29017 |
| 68 | 554.3 | 552.398 | 553.029 | -0.631146 | 1.90198 |
| 69 | 557.5 | 555.788 | 556.158 | -0.370035 | 1.7117 |
| 70 | 560.7 | 559.831 | 559.108 | 0.722326 | 0.86934 |
| 71 | 563.8 | 562.582 | 561.821 | 0.761215 | 1.21795 |
| 72 | 566.2 | 565.088 | 564.358 | 0.729271 | 1.1124 |
| 73 | 567.2 | 567.026 | 566.858 | 0.167465 | 0.174201 |
| 74 | 569.3 | 568.65 | 569.346 | -0.695729 | 0.649896 |
| 75 | 570.9 | NA | NA | -0.307674 | NA |
| 76 | 573 | NA | NA | 0.0289931 | NA |
| 77 | 575.1 | NA | NA | 0.306493 | NA |
| 78 | 578.1 | NA | NA | -0.125174 | NA |
| 79 | 581 | NA | NA | -0.586007 | NA |
| 80 | 584.4 | NA | NA | -0.631146 | NA |
