| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 163.93 | NA | NA | -0.149027777777773 | NA |
| 2 | 164.28 | NA | NA | 0.118472222222245 | NA |
| 3 | 164.58 | NA | NA | 0.0808888888888944 | NA |
| 4 | 165.97 | NA | NA | 0.00705555555555435 | NA |
| 5 | 166.3 | NA | NA | 0.101888888888875 | NA |
| 6 | 166.27 | NA | NA | -0.0356944444444579 | NA |
| 7 | 166.27 | 165.839805555556 | 165.860833333333 | -0.0210277777777875 | 0.430194444444453 |
| 8 | 166.44 | 165.867638888889 | 166.034583333333 | -0.166944444444447 | 0.572361111111093 |
| 9 | 166.26 | 165.971305555556 | 166.187916666667 | -0.216611111111108 | 0.288694444444445 |
| 10 | 166.64 | 166.518555555556 | 166.284583333333 | 0.233972222222225 | 0.12144444444445 |
| 11 | 166.07 | 166.421472222222 | 166.34375 | 0.077722222222225 | -0.351472222222242 |
| 12 | 166.19 | 166.386388888889 | 166.417083333333 | -0.0306944444444454 | -0.19638888888889 |
| 13 | 166.19 | 166.342222222222 | 166.49125 | -0.149027777777773 | -0.152222222222207 |
| 14 | 166.19 | 166.676805555556 | 166.558333333333 | 0.118472222222245 | -0.48680555555552 |
| 15 | 166.35 | 166.716305555556 | 166.635416666667 | 0.0808888888888944 | -0.366305555555556 |
| 16 | 166.52 | 166.765388888889 | 166.758333333333 | 0.00705555555555435 | -0.24538888888884 |
| 17 | 167.17 | 167.039388888889 | 166.9375 | 0.101888888888875 | 0.130611111111136 |
| 18 | 167.16 | 167.104722222222 | 167.140416666667 | -0.0356944444444579 | 0.0552777777778033 |
| 19 | 167.16 | 167.318555555556 | 167.339583333333 | -0.0210277777777875 | -0.158555555555552 |
| 20 | 167.16 | 167.398055555556 | 167.565 | -0.166944444444447 | -0.238055555555547 |
| 21 | 167.39 | 167.596722222222 | 167.813333333333 | -0.216611111111108 | -0.206722222222226 |
| 22 | 168.46 | 168.283138888889 | 168.049166666667 | 0.233972222222225 | 0.176861111111123 |
| 23 | 168.55 | 168.338555555556 | 168.260833333333 | 0.077722222222225 | 0.211444444444425 |
| 24 | 168.58 | 168.428888888889 | 168.459583333333 | -0.0306944444444454 | 0.151111111111106 |
| 25 | 168.58 | 168.511388888889 | 168.660416666667 | -0.149027777777773 | 0.0686111111111245 |
| 26 | 169.21 | 168.983888888889 | 168.865416666667 | 0.118472222222245 | 0.226111111111152 |
| 27 | 169.29 | 169.161305555556 | 169.080416666667 | 0.0808888888888944 | 0.128694444444449 |
| 28 | 169.24 | 169.278305555556 | 169.27125 | 0.00705555555555435 | -0.0383055555555529 |
| 29 | 169.53 | 169.537722222222 | 169.435833333333 | 0.101888888888875 | -0.00772222222224173 |
| 30 | 169.57 | 169.563472222222 | 169.599166666667 | -0.0356944444444579 | 0.00652777777779079 |
| 31 | 169.57 | 169.736472222222 | 169.7575 | -0.0210277777777875 | -0.166472222222183 |
| 32 | 169.67 | 169.722638888889 | 169.889583333333 | -0.166944444444447 | -0.0526388888888789 |
| 33 | 170.04 | 169.775888888889 | 169.9925 | -0.216611111111108 | 0.264111111111134 |
| 34 | 170.39 | 170.338138888889 | 170.104166666667 | 0.233972222222225 | 0.0518611111110943 |
| 35 | 170.57 | 170.309388888889 | 170.231666666667 | 0.077722222222225 | 0.260611111111103 |
| 36 | 170.48 | 170.329305555556 | 170.36 | -0.0306944444444454 | 0.15069444444444 |
| 37 | 170.48 | 170.335972222222 | 170.485 | -0.149027777777773 | 0.144027777777808 |
| 38 | 170.48 | 170.724305555556 | 170.605833333333 | 0.118472222222245 | -0.244305555555542 |
| 39 | 170.49 | 170.787138888889 | 170.70625 | 0.0808888888888944 | -0.297138888888867 |
| 40 | 170.72 | 170.834138888889 | 170.827083333333 | 0.00705555555555435 | -0.114138888888903 |
| 41 | 171.11 | 171.098138888889 | 170.99625 | 0.101888888888875 | 0.0118611111111306 |
| 42 | 171.07 | 171.150138888889 | 171.185833333333 | -0.0356944444444579 | -0.0801388888888823 |
| 43 | 171.07 | 171.363138888889 | 171.384166666667 | -0.0210277777777875 | -0.293138888888905 |
| 44 | 171.07 | 171.431388888889 | 171.598333333333 | -0.166944444444447 | -0.361388888888854 |
| 45 | 171.05 | 171.609638888889 | 171.82625 | -0.216611111111108 | -0.559638888888827 |
| 46 | 172.28 | 172.283972222222 | 172.05 | 0.233972222222225 | -0.00397222222221671 |
| 47 | 172.74 | 172.312722222222 | 172.235 | 0.077722222222225 | 0.427277777777789 |
| 48 | 172.86 | 172.358055555556 | 172.38875 | -0.0306944444444454 | 0.501944444444462 |
| 49 | 172.86 | 172.398888888889 | 172.547916666667 | -0.149027777777773 | 0.461111111111137 |
| 50 | 173.24 | 172.813472222222 | 172.695 | 0.118472222222245 | 0.426527777777778 |
| 51 | 173.2 | 172.915055555556 | 172.834166666667 | 0.0808888888888944 | 0.284944444444449 |
| 52 | 173.38 | 172.928305555556 | 172.92125 | 0.00705555555555435 | 0.451694444444428 |
| 53 | 172.89 | 173.020222222222 | 172.918333333333 | 0.101888888888875 | -0.130222222222216 |
| 54 | 172.98 | 172.835555555556 | 172.87125 | -0.0356944444444579 | 0.144444444444474 |
| 55 | 172.98 | 172.792722222222 | 172.81375 | -0.0210277777777875 | 0.187277777777808 |
| 56 | 172.69 | 172.610972222222 | 172.777916666667 | -0.166944444444447 | 0.0790277777778385 |
| 57 | 172.77 | 172.557138888889 | 172.77375 | -0.216611111111108 | 0.212861111111152 |
| 58 | 172.65 | 172.996888888889 | 172.762916666667 | 0.233972222222225 | -0.346888888888884 |
| 59 | 172.3 | 172.848555555556 | 172.770833333333 | 0.077722222222225 | -0.548555555555509 |
| 60 | 172.17 | 172.778055555556 | 172.80875 | -0.0306944444444454 | -0.608055555555552 |
| 61 | 172.17 | 172.692222222222 | 172.84125 | -0.149027777777773 | -0.52222222222224 |
| 62 | 173.07 | 172.992222222222 | 172.87375 | 0.118472222222245 | 0.0777777777777828 |
| 63 | 173.27 | 173.020888888889 | 172.94 | 0.0808888888888944 | 0.249111111111148 |
| 64 | 173.05 | 173.104555555556 | 173.0975 | 0.00705555555555435 | -0.0545555555555097 |
| 65 | 173.41 | 173.415222222222 | 173.313333333333 | 0.101888888888875 | -0.00522222222221558 |
| 66 | 173.37 | 173.496805555556 | 173.5325 | -0.0356944444444579 | -0.126805555555563 |
| 67 | 173.37 | NA | NA | -0.0210277777777875 | NA |
| 68 | 173.08 | NA | NA | -0.166944444444447 | NA |
| 69 | 173.97 | NA | NA | -0.216611111111108 | NA |
| 70 | 175.23 | NA | NA | 0.233972222222225 | NA |
| 71 | 174.9 | NA | NA | 0.077722222222225 | NA |
| 72 | 174.83 | NA | NA | -0.0306944444444454 | NA |
