| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 101.02 | NA | NA | 1.00024054631027 | NA |
| 2 | 101.15 | NA | NA | 0.99992862511327 | NA |
| 3 | 101.51 | NA | NA | 1.00024116109470 | NA |
| 4 | 101.75 | NA | NA | 1.00032381797376 | NA |
| 5 | 101.8 | NA | NA | 0.999958357905034 | NA |
| 6 | 101.8 | NA | NA | 0.999459961038287 | NA |
| 7 | 101.8 | 101.742384830287 | 101.85375 | 0.998906616892231 | 1.00056628483605 |
| 8 | 101.82 | 101.783333684994 | 101.960833333333 | 0.998259138901315 | 1.00036023888861 |
| 9 | 101.99 | 102.020781426591 | 102.053333333333 | 0.999681030440858 | 0.99969828277964 |
| 10 | 102.25 | 102.232256147585 | 102.1325 | 1.00097673265204 | 1.00017356412823 |
| 11 | 102.34 | 102.330374898780 | 102.2075 | 1.00120221019768 | 1.00009405908294 |
| 12 | 102.35 | 102.365721891765 | 102.281666666667 | 1.00082180148054 | 0.999846414488415 |
| 13 | 102.35 | 102.381704952060 | 102.357083333333 | 1.00024054631027 | 0.999690326000387 |
| 14 | 102.39 | 102.425188891915 | 102.4325 | 0.99992862511327 | 0.999656442987357 |
| 15 | 102.49 | 102.529720218012 | 102.505 | 1.00024116109470 | 0.999612598006436 |
| 16 | 102.67 | 102.601130001615 | 102.567916666667 | 1.00032381797376 | 1.00067124015480 |
| 17 | 102.68 | 102.620726480004 | 102.625 | 0.999958357905034 | 1.00057759793785 |
| 18 | 102.7 | 102.629129657566 | 102.684583333333 | 0.999459961038287 | 1.00069054802151 |
| 19 | 102.71 | 102.633492774773 | 102.745833333333 | 0.998906616892231 | 1.00074544111438 |
| 20 | 102.72 | 102.627694539981 | 102.806666666667 | 0.998259138901315 | 1.00089942057485 |
| 21 | 102.83 | 102.832605730062 | 102.865416666667 | 0.999681030440858 | 0.999974660468408 |
| 22 | 102.92 | 103.015937514524 | 102.915416666667 | 1.00097673265204 | 0.999068711921297 |
| 23 | 103.04 | 103.082945226778 | 102.959166666667 | 1.00120221019768 | 0.999583391542764 |
| 24 | 103.08 | 103.089232652419 | 103.004583333333 | 1.00082180148054 | 0.999910440186801 |
| 25 | 103.09 | 103.074788297274 | 103.05 | 1.00024054631027 | 1.00014757927693 |
| 26 | 103.11 | 103.087224969126 | 103.094583333333 | 0.99992862511327 | 1.00022092971153 |
| 27 | 103.18 | 103.168207492511 | 103.143333333333 | 1.00024116109470 | 1.00011430369661 |
| 28 | 103.18 | 103.230500403757 | 103.197083333333 | 1.00032381797376 | 0.999510799583851 |
| 29 | 103.22 | 103.245700453695 | 103.25 | 0.999958357905034 | 0.999751074828474 |
| 30 | 103.25 | 103.245879741857 | 103.301666666667 | 0.999459961038287 | 1.0000399072404 |
| 31 | 103.25 | 103.239912333445 | 103.352916666667 | 0.998906616892231 | 1.00009771091749 |
| 32 | 103.25 | 103.224986258090 | 103.405 | 0.998259138901315 | 1.00024232255015 |
| 33 | 103.47 | 103.426582875649 | 103.459583333333 | 0.999681030440858 | 1.00041978689757 |
| 34 | 103.57 | 103.623613805971 | 103.5225 | 1.00097673265204 | 0.999482610150312 |
| 35 | 103.66 | 103.719960133017 | 103.595416666667 | 1.00120221019768 | 0.999421903624532 |
| 36 | 103.7 | 103.756864195823 | 103.671666666667 | 1.00082180148054 | 0.999451947625209 |
| 37 | 103.7 | 103.773706379008 | 103.74875 | 1.00024054631027 | 0.999289739360962 |
| 38 | 103.75 | 103.819672687021 | 103.827083333333 | 0.99992862511327 | 0.999328906697375 |
| 39 | 103.85 | 103.934642282200 | 103.909583333333 | 1.00024116109470 | 0.999185620113361 |
| 40 | 104.02 | 104.036594680407 | 104.002916666667 | 1.00032381797376 | 0.99984049189174 |
| 41 | 104.13 | 104.099831551072 | 104.104166666667 | 0.999958357905034 | 1.00028980305231 |
| 42 | 104.17 | 104.148308798344 | 104.204583333333 | 0.999459961038287 | 1.00020827224087 |
| 43 | 104.18 | 104.190122252763 | 104.304166666667 | 0.998906616892231 | 0.999902848249483 |
| 44 | 104.2 | 104.222413514376 | 104.404166666667 | 0.998259138901315 | 0.99978494535273 |
| 45 | 104.5 | 104.478747160188 | 104.512083333333 | 0.999681030440858 | 1.00020341782793 |
| 46 | 104.78 | 104.727607727359 | 104.625416666667 | 1.00097673265204 | 1.00050027183642 |
| 47 | 104.88 | 104.861330652642 | 104.735416666667 | 1.00120221019768 | 1.00017803843649 |
| 48 | 104.89 | 104.929910748975 | 104.84375 | 1.00082180148054 | 0.999619643734655 |
| 49 | 104.9 | 104.976495635946 | 104.95125 | 1.00024054631027 | 0.99927130701513 |
| 50 | 104.95 | 105.050834806692 | 105.058333333333 | 0.99992862511327 | 0.999040133218577 |
| 51 | 105.24 | 105.189111405073 | 105.16375 | 1.00024116109470 | 1.00048378196419 |
| 52 | 105.35 | 105.304921921280 | 105.270833333333 | 1.00032381797376 | 1.00042807190678 |
| 53 | 105.44 | 105.376028405348 | 105.380416666667 | 0.999958357905034 | 1.00060707919647 |
| 54 | 105.46 | 105.433864173230 | 105.490833333333 | 0.999459961038287 | 1.00024788835139 |
| 55 | 105.47 | 105.487036010362 | 105.6025 | 0.998906616892231 | 0.999838501383619 |
| 56 | 105.48 | 105.528469221105 | 105.7125 | 0.998259138901315 | 0.999540700045562 |
| 57 | 105.75 | 105.779165567286 | 105.812916666667 | 0.999681030440858 | 0.999724278716611 |
| 58 | 106.1 | 106.009692092430 | 105.90625 | 1.00097673265204 | 1.00085188350034 |
| 59 | 106.19 | 106.125765610604 | 105.998333333333 | 1.00120221019768 | 1.00060526667606 |
| 60 | 106.23 | 106.175933891819 | 106.08875 | 1.00082180148054 | 1.00050921245709 |
| 61 | 106.24 | 106.204707673436 | 106.179166666667 | 1.00024054631027 | 1.00033230472864 |
| 62 | 106.25 | 106.261581716933 | 106.269166666667 | 0.99992862511327 | 0.999891007486 |
| 63 | 106.35 | 106.387316962634 | 106.361666666667 | 1.00024116109470 | 0.99964923485525 |
| 64 | 106.48 | 106.484887224898 | 106.450416666667 | 1.00032381797376 | 0.99995410405152 |
| 65 | 106.52 | 106.530980308729 | 106.535416666667 | 0.999958357905034 | 0.999896928492568 |
| 66 | 106.55 | 106.565336137455 | 106.622916666667 | 0.999459961038287 | 0.99985608699779 |
| 67 | 106.55 | 106.594157510751 | 106.710833333333 | 0.998906616892231 | 0.99958574173499 |
| 68 | 106.56 | 106.613244152045 | 106.799166666667 | 0.998259138901315 | 0.999500585950009 |
| 69 | 106.89 | 106.855905343823 | 106.89 | 0.999681030440858 | 1.00031907133318 |
| 70 | 107.09 | 107.077400607259 | 106.972916666667 | 1.00097673265204 | 1.00011766621779 |
| 71 | 107.24 | 107.170770417498 | 107.042083333333 | 1.00120221019768 | 1.00064597447823 |
| 72 | 107.28 | 107.195104092993 | 107.107083333333 | 1.00082180148054 | 1.00079197560117 |
| 73 | 107.3 | 107.197029648755 | 107.17125 | 1.00024054631027 | 1.00096057093730 |
| 74 | 107.31 | 107.228179387876 | 107.235833333333 | 0.99992862511327 | 1.00076305139741 |
| 75 | 107.47 | 107.320875379656 | 107.295 | 1.00024116109470 | 1.00138952109566 |
| 76 | 107.35 | 107.382677851530 | 107.347916666667 | 1.00032381797376 | 0.999695687869 |
| 77 | 107.31 | 107.390944496527 | 107.395416666667 | 0.999958357905034 | 0.999246263296162 |
| 78 | 107.32 | 107.379896005701 | 107.437916666667 | 0.999459961038287 | 0.999442204659072 |
| 79 | 107.32 | 107.362899394667 | 107.480416666667 | 0.998906616892231 | 0.999600426265412 |
| 80 | 107.34 | 107.339061734287 | 107.52625 | 0.998259138901315 | 1.00000874113950 |
| 81 | 107.53 | 107.530273505608 | 107.564583333333 | 0.999681030440858 | 0.999997456478075 |
| 82 | 107.72 | 107.704679359721 | 107.599583333333 | 1.00097673265204 | 1.00014224674703 |
| 83 | 107.75 | 107.770657408441 | 107.64125 | 1.00120221019768 | 0.99980832066039 |
| 84 | 107.79 | 107.767657565257 | 107.679166666667 | 1.00082180148054 | 1.00020732040807 |
| 85 | 107.81 | 107.740493678917 | 107.714583333333 | 1.00024054631027 | 1.00064512718208 |
| 86 | 107.9 | 107.745225814445 | 107.752916666667 | 0.99992862511327 | 1.00143648300317 |
| 87 | 107.8 | 107.810576781442 | 107.784583333333 | 1.00024116109470 | 0.999901894769907 |
| 88 | 107.86 | 107.834490775981 | 107.799583333333 | 1.00032381797376 | 1.00023655904373 |
| 89 | 107.8 | 107.803427319163 | 107.807916666667 | 0.999958357905034 | 0.999968207697584 |
| 90 | 107.74 | 107.755942816042 | 107.814166666667 | 0.999459961038287 | 0.9998520469904 |
| 91 | 107.75 | NA | NA | 0.998906616892231 | NA |
| 92 | 107.83 | NA | NA | 0.998259138901315 | NA |
| 93 | 107.8 | NA | NA | 0.999681030440858 | NA |
| 94 | 107.81 | NA | NA | 1.00097673265204 | NA |
| 95 | 107.86 | NA | NA | 1.00120221019768 | NA |
| 96 | 107.83 | NA | NA | 1.00082180148054 | NA |
