| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 161.88 | NA | NA | -0.143094135802472 | NA |
| 2 | 162.05 | NA | NA | -0.062168209876544 | NA |
| 3 | 162.16 | NA | NA | -0.123140432098758 | NA |
| 4 | 162.61 | NA | NA | 0.140516975308634 | NA |
| 5 | 162.53 | NA | NA | 0.145794753086419 | NA |
| 6 | 162.53 | NA | NA | 0.0403780864197411 | NA |
| 7 | 162.53 | 162.191026234568 | 162.232916666667 | -0.0418904320987721 | 0.338973765432115 |
| 8 | 162.53 | 162.104405864198 | 162.218333333333 | -0.113927469135807 | 0.42559413580247 |
| 9 | 162.83 | 162.227739197531 | 162.194583333333 | 0.0331558641975349 | 0.602260802469146 |
| 10 | 161.61 | 162.246026234568 | 162.146666666667 | 0.0993595679012479 | -0.636026234567879 |
| 11 | 161.79 | 162.131026234568 | 162.08375 | 0.0472762345679114 | -0.341026234567892 |
| 12 | 161.79 | 162.006905864198 | 162.029166666667 | -0.0222608024691350 | -0.216905864197543 |
| 13 | 161.79 | 161.832739197531 | 161.975833333333 | -0.143094135802472 | -0.0427391975308637 |
| 14 | 161.79 | 161.860331790123 | 161.9225 | -0.062168209876544 | -0.070331790123447 |
| 15 | 161.85 | 161.745609567901 | 161.86875 | -0.123140432098758 | 0.104390432098768 |
| 16 | 161.77 | 162.016350308642 | 161.875833333333 | 0.140516975308634 | -0.246350308641894 |
| 17 | 161.86 | 162.088711419753 | 161.942916666667 | 0.145794753086419 | -0.22871141975304 |
| 18 | 161.89 | 162.048711419753 | 162.008333333333 | 0.0403780864197411 | -0.158711419753047 |
| 19 | 161.89 | 162.031442901235 | 162.073333333333 | -0.0418904320987721 | -0.141442901234569 |
| 20 | 161.89 | 162.024405864198 | 162.138333333333 | -0.113927469135807 | -0.134405864197532 |
| 21 | 162.18 | 162.228572530864 | 162.195416666667 | 0.0331558641975349 | -0.0485725308641918 |
| 22 | 162.43 | 162.361859567901 | 162.2625 | 0.0993595679012479 | 0.068140432098744 |
| 23 | 162.58 | 162.406026234568 | 162.35875 | 0.0472762345679114 | 0.173973765432095 |
| 24 | 162.57 | 162.446072530864 | 162.468333333333 | -0.0222608024691350 | 0.123927469135793 |
| 25 | 162.57 | 162.436905864198 | 162.58 | -0.143094135802472 | 0.133094135802452 |
| 26 | 162.57 | 162.62949845679 | 162.691666666667 | -0.062168209876544 | -0.0594984567900951 |
| 27 | 162.44 | 162.674359567901 | 162.7975 | -0.123140432098758 | -0.234359567901237 |
| 28 | 162.79 | 163.041350308642 | 162.900833333333 | 0.140516975308634 | -0.251350308642003 |
| 29 | 163.15 | 163.147878086420 | 163.002083333333 | 0.145794753086419 | 0.00212191358025393 |
| 30 | 163.23 | 163.138711419753 | 163.098333333333 | 0.0403780864197411 | 0.0912885802468963 |
| 31 | 163.23 | 163.153109567901 | 163.195 | -0.0418904320987721 | 0.0768904320987644 |
| 32 | 163.23 | 163.177739197531 | 163.291666666667 | -0.113927469135807 | 0.0522608024691635 |
| 33 | 163.38 | 163.435239197531 | 163.402083333333 | 0.0331558641975349 | -0.0552391975308524 |
| 34 | 163.71 | 163.625192901235 | 163.525833333333 | 0.0993595679012479 | 0.0848070987654523 |
| 35 | 163.73 | 163.693942901235 | 163.646666666667 | 0.0472762345679114 | 0.0360570987654398 |
| 36 | 163.73 | 163.746072530864 | 163.768333333333 | -0.0222608024691350 | -0.0160725308641929 |
| 37 | 163.73 | 163.750239197531 | 163.893333333333 | -0.143094135802472 | -0.0202391975308842 |
| 38 | 163.73 | 163.957415123457 | 164.019583333333 | -0.062168209876544 | -0.227415123456808 |
| 39 | 163.93 | 164.058942901235 | 164.182083333333 | -0.123140432098758 | -0.128942901234581 |
| 40 | 164.27 | 164.510933641975 | 164.370416666667 | 0.140516975308634 | -0.240933641975289 |
| 41 | 164.57 | 164.699961419753 | 164.554166666667 | 0.145794753086419 | -0.129961419753101 |
| 42 | 164.73 | 164.788711419753 | 164.748333333333 | 0.0403780864197411 | -0.0587114197530809 |
| 43 | 164.73 | 164.906442901235 | 164.948333333333 | -0.0418904320987721 | -0.176442901234566 |
| 44 | 164.76 | 165.034405864198 | 165.148333333333 | -0.113927469135807 | -0.274405864197519 |
| 45 | 165.75 | 165.373989197531 | 165.340833333333 | 0.0331558641975349 | 0.376010802469125 |
| 46 | 165.86 | 165.623526234568 | 165.524166666667 | 0.0993595679012479 | 0.236473765432095 |
| 47 | 165.99 | 165.741859567901 | 165.694583333333 | 0.0472762345679114 | 0.248140432098808 |
| 48 | 166.13 | 165.826072530864 | 165.848333333333 | -0.0222608024691350 | 0.3039274691358 |
| 49 | 166.13 | 165.853572530864 | 165.996666666667 | -0.143094135802472 | 0.276427469135797 |
| 50 | 166.13 | 166.081581790123 | 166.14375 | -0.062168209876544 | 0.0484182098765302 |
| 51 | 166.15 | 166.128109567901 | 166.25125 | -0.123140432098758 | 0.0218904320987576 |
| 52 | 166.45 | 166.466350308642 | 166.325833333333 | 0.140516975308634 | -0.0163503086419894 |
| 53 | 166.48 | 166.568294753086 | 166.4225 | 0.145794753086419 | -0.0882947530864158 |
| 54 | 166.51 | 166.576628086420 | 166.53625 | 0.0403780864197411 | -0.0666280864197404 |
| 55 | 166.51 | 166.608526234568 | 166.650416666667 | -0.0418904320987721 | -0.0985262345679132 |
| 56 | 166.51 | 166.654822530864 | 166.76875 | -0.113927469135807 | -0.144822530864218 |
| 57 | 166.58 | 166.928572530864 | 166.895416666667 | 0.0331558641975349 | -0.348572530864203 |
| 58 | 166.82 | 167.095192901235 | 166.995833333333 | 0.0993595679012479 | -0.275192901234561 |
| 59 | 167.35 | 167.098942901235 | 167.051666666667 | 0.0472762345679114 | 0.251057098765443 |
| 60 | 167.5 | 167.069822530864 | 167.092083333333 | -0.0222608024691350 | 0.430177469135828 |
| 61 | 167.5 | 166.988155864197 | 167.13125 | -0.143094135802472 | 0.511844135802505 |
| 62 | 167.6 | 167.10824845679 | 167.170416666667 | -0.062168209876544 | 0.491751543209887 |
| 63 | 167.72 | 167.110609567901 | 167.23375 | -0.123140432098758 | 0.609390432098763 |
| 64 | 167.29 | 167.460100308642 | 167.319583333333 | 0.140516975308634 | -0.170100308641963 |
| 65 | 166.98 | 167.528294753086 | 167.3825 | 0.145794753086419 | -0.548294753086424 |
| 66 | 166.98 | 167.459128086420 | 167.41875 | 0.0403780864197411 | -0.479128086419735 |
| 67 | 166.98 | 167.407692901235 | 167.449583333333 | -0.0418904320987721 | -0.427692901234536 |
| 68 | 166.98 | 167.366072530864 | 167.48 | -0.113927469135807 | -0.386072530864141 |
| 69 | 167.63 | 167.527322530864 | 167.494166666667 | 0.0331558641975349 | 0.102677469135813 |
| 70 | 167.83 | 167.674359567901 | 167.575 | 0.0993595679012479 | 0.155640432098807 |
| 71 | 167.85 | 167.779359567901 | 167.732083333333 | 0.0472762345679114 | 0.0706404320987701 |
| 72 | 167.87 | 167.859822530864 | 167.882083333333 | -0.0222608024691350 | 0.0101774691358116 |
| 73 | 167.87 | 167.888155864198 | 168.03125 | -0.143094135802472 | -0.0181558641975244 |
| 74 | 167.96 | 168.127831790123 | 168.19 | -0.062168209876544 | -0.167831790123472 |
| 75 | 167.7 | 168.204776234568 | 168.327916666667 | -0.123140432098758 | -0.504776234567942 |
| 76 | 169.25 | 168.580516975309 | 168.44 | 0.140516975308634 | 0.669483024691345 |
| 77 | 168.79 | 168.703711419753 | 168.557916666667 | 0.145794753086419 | 0.0862885802469009 |
| 78 | 168.77 | 168.717044753086 | 168.676666666667 | 0.0403780864197411 | 0.0529552469135979 |
| 79 | 168.77 | 168.753109567901 | 168.795 | -0.0418904320987721 | 0.0168904320987906 |
| 80 | 169 | 168.837322530864 | 168.95125 | -0.113927469135807 | 0.162677469135843 |
| 81 | 168.92 | 169.201905864198 | 169.16875 | 0.0331558641975349 | -0.28190586419754 |
| 82 | 169.23 | 169.502276234568 | 169.402916666667 | 0.0993595679012479 | -0.272276234567926 |
| 83 | 169.28 | 169.710609567901 | 169.663333333333 | 0.0472762345679114 | -0.430609567901229 |
| 84 | 169.29 | 169.933989197531 | 169.95625 | -0.0222608024691350 | -0.643989197530857 |
| 85 | 169.29 | 170.105655864198 | 170.24875 | -0.143094135802472 | -0.815655864197538 |
| 86 | 170.29 | 170.476581790123 | 170.53875 | -0.062168209876544 | -0.186581790123427 |
| 87 | 170.59 | 170.698942901235 | 170.822083333333 | -0.123140432098758 | -0.108942901234542 |
| 88 | 171.98 | 171.244683641975 | 171.104166666667 | 0.140516975308634 | 0.735316358024733 |
| 89 | 172.31 | 171.509128086420 | 171.363333333333 | 0.145794753086419 | 0.800871913580266 |
| 90 | 172.28 | 171.641628086420 | 171.60125 | 0.0403780864197411 | 0.638371913580272 |
| 91 | 172.28 | 171.801859567901 | 171.84375 | -0.0418904320987721 | 0.478140432098741 |
| 92 | 172.45 | 171.930655864198 | 172.044583333333 | -0.113927469135807 | 0.519344135802413 |
| 93 | 172.27 | 172.231072530864 | 172.197916666667 | 0.0331558641975349 | 0.0389274691358139 |
| 94 | 172.65 | 172.393942901235 | 172.294583333333 | 0.0993595679012479 | 0.256057098765467 |
| 95 | 172.08 | 172.401026234568 | 172.35375 | 0.0472762345679114 | -0.321026234567853 |
| 96 | 172.2 | 172.404822530864 | 172.427083333333 | -0.0222608024691350 | -0.204822530864192 |
| 97 | 172.2 | 172.358155864197 | 172.50125 | -0.143094135802472 | -0.158155864197511 |
| 98 | 172.2 | 172.506165123457 | 172.568333333333 | -0.062168209876544 | -0.306165123456765 |
| 99 | 172.36 | 172.522276234568 | 172.645416666667 | -0.123140432098758 | -0.162276234567884 |
| 100 | 172.53 | 172.908850308642 | 172.768333333333 | 0.140516975308634 | -0.378850308641944 |
| 101 | 173.18 | 173.093294753086 | 172.9475 | 0.145794753086419 | 0.0867052469135956 |
| 102 | 173.17 | 173.190794753086 | 173.150416666667 | 0.0403780864197411 | -0.0207947530864487 |
| 103 | 173.17 | 173.307692901235 | 173.349583333333 | -0.0418904320987721 | -0.137692901234601 |
| 104 | 173.17 | 173.461072530864 | 173.575 | -0.113927469135807 | -0.291072530864255 |
| 105 | 173.4 | 173.856489197531 | 173.823333333333 | 0.0331558641975349 | -0.456489197530885 |
| 106 | 174.47 | 174.158526234568 | 174.059166666667 | 0.0993595679012479 | 0.311473765432083 |
| 107 | 174.56 | 174.318109567901 | 174.270833333333 | 0.0472762345679114 | 0.241890432098756 |
| 108 | 174.59 | 174.447322530864 | 174.469583333333 | -0.0222608024691350 | 0.142677469135805 |
| 109 | 174.59 | 174.527322530864 | 174.670416666667 | -0.143094135802472 | 0.0626774691358207 |
| 110 | 175.22 | 174.81324845679 | 174.875416666667 | -0.062168209876544 | 0.406751543209879 |
| 111 | 175.3 | 174.967276234568 | 175.090416666667 | -0.123140432098758 | 0.332723765432092 |
| 112 | 175.25 | 175.421766975309 | 175.28125 | 0.140516975308634 | -0.171766975308685 |
| 113 | 175.54 | 175.591628086420 | 175.445833333333 | 0.145794753086419 | -0.0516280864197824 |
| 114 | 175.58 | 175.649544753086 | 175.609166666667 | 0.0403780864197411 | -0.0695447530864044 |
| 115 | 175.58 | NA | NA | -0.0418904320987721 | NA |
| 116 | 175.68 | NA | NA | -0.113927469135807 | NA |
| 117 | 176.05 | NA | NA | 0.0331558641975349 | NA |
| 118 | 176.4 | NA | NA | 0.0993595679012479 | NA |
| 119 | 176.58 | NA | NA | 0.0472762345679114 | NA |
| 120 | 176.49 | NA | NA | -0.0222608024691350 | NA |
