| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 1.38 | NA | NA | -0.0174074 | NA |
| 2 | 1.96 | NA | NA | 0.593704 | NA |
| 3 | 1.36 | NA | NA | 0.0548148 | NA |
| 4 | 1.24 | NA | NA | -0.117824 | NA |
| 5 | 1.35 | NA | NA | 0.114468 | NA |
| 6 | 1.23 | NA | NA | -0.114491 | NA |
| 7 | 1.09 | 1.15586 | 1.35792 | -0.20206 | -0.0658565 |
| 8 | 1.08 | 1.17815 | 1.36708 | -0.188935 | -0.0981481 |
| 9 | 1.33 | 1.32398 | 1.37917 | -0.0551852 | 0.00601852 |
| 10 | 1.35 | 1.31481 | 1.38792 | -0.0731019 | 0.0351852 |
| 11 | 1.38 | 1.3753 | 1.39708 | -0.0217824 | 0.00469907 |
| 12 | 1.5 | 1.43363 | 1.40583 | 0.0278009 | 0.0663657 |
| 13 | 1.47 | 1.40093 | 1.41833 | -0.0174074 | 0.0690741 |
| 14 | 2.09 | 2.03162 | 1.43792 | 0.593704 | 0.0583796 |
| 15 | 1.52 | 1.50481 | 1.45 | 0.0548148 | 0.0151852 |
| 16 | 1.29 | 1.33718 | 1.455 | -0.117824 | -0.0471759 |
| 17 | 1.52 | 1.57405 | 1.45958 | 0.114468 | -0.0540509 |
| 18 | 1.27 | 1.34926 | 1.46375 | -0.114491 | -0.0792593 |
| 19 | 1.35 | 1.26211 | 1.46417 | -0.20206 | 0.0878935 |
| 20 | 1.29 | 1.27523 | 1.46417 | -0.188935 | 0.0147685 |
| 21 | 1.41 | 1.41023 | 1.46542 | -0.0551852 | -0.000231481 |
| 22 | 1.39 | 1.39648 | 1.46958 | -0.0731019 | -0.00648148 |
| 23 | 1.45 | 1.45238 | 1.47417 | -0.0217824 | -0.00238426 |
| 24 | 1.53 | 1.50613 | 1.47833 | 0.0278009 | 0.0238657 |
| 25 | 1.45 | 1.46176 | 1.47917 | -0.0174074 | -0.0117593 |
| 26 | 2.11 | 2.07204 | 1.47833 | 0.593704 | 0.037963 |
| 27 | 1.53 | 1.53731 | 1.4825 | 0.0548148 | -0.00731481 |
| 28 | 1.38 | 1.37051 | 1.48833 | -0.117824 | 0.00949074 |
| 29 | 1.54 | 1.60988 | 1.49542 | 0.114468 | -0.0698843 |
| 30 | 1.35 | 1.38718 | 1.50167 | -0.114491 | -0.0371759 |
| 31 | 1.29 | 1.30419 | 1.50625 | -0.20206 | -0.0141898 |
| 32 | 1.33 | 1.31481 | 1.50375 | -0.188935 | 0.0151852 |
| 33 | 1.47 | 1.44315 | 1.49833 | -0.0551852 | 0.0268519 |
| 34 | 1.47 | 1.42523 | 1.49833 | -0.0731019 | 0.0447685 |
| 35 | 1.54 | 1.48072 | 1.5025 | -0.0217824 | 0.0592824 |
| 36 | 1.59 | 1.53738 | 1.50958 | 0.0278009 | 0.0526157 |
| 37 | 1.5 | 1.49593 | 1.51333 | -0.0174074 | 0.00407407 |
| 38 | 2 | 2.10495 | 1.51125 | 0.593704 | -0.104954 |
| 39 | 1.51 | 1.56106 | 1.50625 | 0.0548148 | -0.0510648 |
| 40 | 1.4 | 1.38218 | 1.5 | -0.117824 | 0.0178241 |
| 41 | 1.62 | 1.6078 | 1.49333 | 0.114468 | 0.0121991 |
| 42 | 1.44 | 1.37134 | 1.48583 | -0.114491 | 0.0686574 |
| 43 | 1.29 | 1.27752 | 1.47958 | -0.20206 | 0.0124769 |
| 44 | 1.28 | 1.29065 | 1.47958 | -0.188935 | -0.0106481 |
| 45 | 1.4 | 1.42981 | 1.485 | -0.0551852 | -0.0298148 |
| 46 | 1.39 | 1.41606 | 1.48917 | -0.0731019 | -0.0260648 |
| 47 | 1.46 | 1.4728 | 1.49458 | -0.0217824 | -0.0128009 |
| 48 | 1.49 | 1.52488 | 1.49708 | 0.0278009 | -0.0348843 |
| 49 | 1.45 | 1.47509 | 1.4925 | -0.0174074 | -0.0250926 |
| 50 | 2.05 | 2.08745 | 1.49375 | 0.593704 | -0.0374537 |
| 51 | 1.59 | 1.5569 | 1.50208 | 0.0548148 | 0.0331019 |
| 52 | 1.42 | 1.39218 | 1.51 | -0.117824 | 0.0278241 |
| 53 | 1.73 | 1.62947 | 1.515 | 0.114468 | 0.100532 |
| 54 | 1.39 | 1.40426 | 1.51875 | -0.114491 | -0.0142593 |
| 55 | 1.23 | 1.32252 | 1.52458 | -0.20206 | -0.0925231 |
| 56 | 1.37 | 1.34356 | 1.5325 | -0.188935 | 0.0264352 |
| 57 | 1.51 | 1.48273 | 1.53792 | -0.0551852 | 0.0272685 |
| 58 | 1.47 | 1.46523 | 1.53833 | -0.0731019 | 0.00476852 |
| 59 | 1.5 | 1.51238 | 1.53417 | -0.0217824 | -0.0123843 |
| 60 | 1.54 | 1.5628 | 1.535 | 0.0278009 | -0.0228009 |
| 61 | 1.54 | 1.53093 | 1.54833 | -0.0174074 | 0.00907407 |
| 62 | 2.15 | 2.15454 | 1.56083 | 0.593704 | -0.00453704 |
| 63 | 1.62 | 1.61898 | 1.56417 | 0.0548148 | 0.00101852 |
| 64 | 1.4 | 1.44676 | 1.56458 | -0.117824 | -0.0467593 |
| 65 | 1.65 | 1.68197 | 1.5675 | 0.114468 | -0.0319676 |
| 66 | 1.49 | 1.45676 | 1.57125 | -0.114491 | 0.0332407 |
| 67 | 1.45 | 1.37169 | 1.57375 | -0.20206 | 0.0783102 |
| 68 | 1.45 | 1.39148 | 1.58042 | -0.188935 | 0.0585185 |
| 69 | 1.51 | 1.53398 | 1.58917 | -0.0551852 | -0.0239815 |
| 70 | 1.48 | 1.52606 | 1.59917 | -0.0731019 | -0.0460648 |
| 71 | 1.56 | 1.5903 | 1.61208 | -0.0217824 | -0.0303009 |
| 72 | 1.57 | 1.64905 | 1.62125 | 0.0278009 | -0.0790509 |
| 73 | 1.57 | 1.60926 | 1.62667 | -0.0174074 | -0.0392593 |
| 74 | 2.28 | 2.22329 | 1.62958 | 0.593704 | 0.056713 |
| 75 | 1.7 | 1.68481 | 1.63 | 0.0548148 | 0.0151852 |
| 76 | 1.56 | 1.51509 | 1.63292 | -0.117824 | 0.0449074 |
| 77 | 1.8 | 1.75072 | 1.63625 | 0.114468 | 0.0492824 |
| 78 | 1.56 | 1.52509 | 1.63958 | -0.114491 | 0.0349074 |
| 79 | 1.51 | NA | NA | -0.20206 | NA |
| 80 | 1.46 | NA | NA | -0.188935 | NA |
| 81 | 1.51 | NA | NA | -0.0551852 | NA |
| 82 | 1.55 | NA | NA | -0.0731019 | NA |
| 83 | 1.57 | NA | NA | -0.0217824 | NA |
| 84 | 1.64 | NA | NA | 0.0278009 | NA |
