| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 103.6 | NA | NA | 1.0007472369393 | NA |
| 2 | 104.7 | NA | NA | 0.99865641622814 | NA |
| 3 | 105.5 | NA | NA | 0.996650073755185 | NA |
| 4 | 106.6 | NA | NA | 0.996381252604108 | NA |
| 5 | 107.2 | NA | NA | 0.998271956179898 | NA |
| 6 | 107.5 | NA | NA | 1.00201337185898 | NA |
| 7 | 108.3 | 108.262910608017 | 107.741666666667 | 1.00483790493944 | 1.00034258631857 |
| 8 | 108.7 | 108.435605755290 | 108.258333333333 | 1.00163749446808 | 1.00243826041150 |
| 9 | 108.8 | 108.905624568176 | 108.666666666667 | 1.00219899909364 | 0.999030127520093 |
| 10 | 109.8 | 109.247473395573 | 108.979166666667 | 1.00246200018877 | 1.00505756872222 |
| 11 | 109.5 | 109.273174678851 | 109.2 | 1.00067009779168 | 1.00207576399071 |
| 12 | 109.2 | 108.875733002351 | 109.370833333333 | 0.995473195952773 | 1.00297832206229 |
| 13 | 110.6 | 109.577652664699 | 109.495833333333 | 1.0007472369393 | 1.00932988899141 |
| 14 | 110.1 | 109.427776808199 | 109.575 | 0.99865641622814 | 1.00614307638708 |
| 15 | 109.9 | 109.270222461334 | 109.6375 | 0.996650073755185 | 1.00576348729306 |
| 16 | 109.7 | 109.273962290803 | 109.670833333333 | 0.996381252604108 | 1.00389880352342 |
| 17 | 109.4 | 109.506274126451 | 109.695833333333 | 0.998271956179898 | 0.999029515639186 |
| 18 | 109.4 | 110.004368007251 | 109.783333333333 | 1.00201337185898 | 0.99450596355218 |
| 19 | 109.4 | 110.456806700468 | 109.925 | 1.00483790493944 | 0.990432398581522 |
| 20 | 109.5 | 110.292808609616 | 110.1125 | 1.00163749446808 | 0.992811783292031 |
| 21 | 109.5 | 110.626066183287 | 110.383333333333 | 1.00219899909364 | 0.989820968763177 |
| 22 | 109.9 | 111.014312670905 | 110.741666666667 | 1.00246200018877 | 0.989962441381693 |
| 23 | 110 | 111.241159204508 | 111.166666666667 | 1.00067009779168 | 0.988842626116232 |
| 24 | 110.8 | 111.144582328127 | 111.65 | 0.995473195952773 | 0.996899692986296 |
| 25 | 112.4 | 112.258821303666 | 112.175 | 1.0007472369393 | 1.00125761783969 |
| 26 | 112.8 | 112.552739177312 | 112.704166666667 | 0.99865641622814 | 1.00219684411499 |
| 27 | 113.7 | 112.870620852775 | 113.25 | 0.996650073755185 | 1.00734805160952 |
| 28 | 114.5 | 113.388186546347 | 113.8 | 0.996381252604108 | 1.00980537291862 |
| 29 | 114.8 | 114.152398189171 | 114.35 | 0.998271956179898 | 1.00567313364504 |
| 30 | 115.6 | 115.110461148016 | 114.879166666667 | 1.00201337185898 | 1.00425277465751 |
| 31 | 115.8 | 115.866184088725 | 115.308333333333 | 1.00483790493944 | 0.999428788569799 |
| 32 | 115.8 | 115.856070193475 | 115.666666666667 | 1.00163749446808 | 0.999516035772826 |
| 33 | 116.3 | 116.242556407374 | 115.9875 | 1.00219899909364 | 1.00049417007335 |
| 34 | 116.3 | 116.527853671943 | 116.241666666667 | 1.00246200018877 | 0.998044641991047 |
| 35 | 116.8 | 116.532202346582 | 116.454166666667 | 1.00067009779168 | 1.00229805708659 |
| 36 | 116.7 | 116.105357087958 | 116.633333333333 | 0.995473195952773 | 1.00512158032115 |
| 37 | 116.8 | 116.874767934049 | 116.7875 | 1.0007472369393 | 0.999360273090846 |
| 38 | 117 | 116.797028946282 | 116.954166666667 | 0.99865641622814 | 1.00173781007573 |
| 39 | 117.2 | 116.753403431779 | 117.145833333333 | 0.996650073755185 | 1.00382512676371 |
| 40 | 117.1 | 116.975159055722 | 117.4 | 0.996381252604108 | 1.00106724321032 |
| 41 | 117.3 | 117.579798572056 | 117.783333333333 | 0.998271956179898 | 0.99762035166369 |
| 42 | 117.4 | 118.538181890917 | 118.3 | 1.00201337185898 | 0.990398183329957 |
| 43 | 117.7 | 119.525468792546 | 118.95 | 1.00483790493944 | 0.984727365548218 |
| 44 | 117.9 | 119.946089962553 | 119.75 | 1.00163749446808 | 0.982941586814615 |
| 45 | 118.8 | 120.936188386462 | 120.670833333333 | 1.00219899909364 | 0.982336235208307 |
| 46 | 119.9 | 121.974563872969 | 121.675 | 1.00246200018877 | 0.982991832009092 |
| 47 | 122.4 | 122.836423962670 | 122.754166666667 | 1.00067009779168 | 0.996447112765167 |
| 48 | 123.5 | 123.393050443329 | 123.954166666667 | 0.995473195952773 | 1.00086673889888 |
| 49 | 125.6 | 125.364440327417 | 125.270833333333 | 1.0007472369393 | 1.00187899911624 |
| 50 | 127.4 | 126.404935884077 | 126.575 | 0.99865641622814 | 1.00787203528852 |
| 51 | 128.9 | 127.367726717272 | 127.795833333333 | 0.996650073755185 | 1.01203031036370 |
| 52 | 129.5 | 128.416937106459 | 128.883333333333 | 0.996381252604108 | 1.00843395675013 |
| 53 | 130.8 | 129.417640185756 | 129.641666666667 | 0.998271956179898 | 1.01068138634162 |
| 54 | 132.7 | 130.236688007370 | 129.975 | 1.00201337185898 | 1.01891411729151 |
| 55 | 134 | 130.5996198699 | 129.970833333333 | 1.00483790493944 | 1.02603667708595 |
| 56 | 132.9 | 129.878995116028 | 129.666666666667 | 1.00163749446808 | 1.02326014981309 |
| 57 | 133.1 | 129.31290168722 | 129.029166666667 | 1.00219899909364 | 1.02928631453913 |
| 58 | 131.7 | 128.498920724198 | 128.183333333333 | 1.00246200018877 | 1.024911332 |
| 59 | 128.8 | 127.360286696436 | 127.275 | 1.00067009779168 | 1.01130425614537 |
| 60 | 125.1 | 125.715821233886 | 126.2875 | 0.995473195952773 | 0.995101481835448 |
| 61 | 123.9 | 125.260195823569 | 125.166666666667 | 1.0007472369393 | 0.989141037065877 |
| 62 | 121.8 | 123.904133775106 | 124.070833333333 | 0.99865641622814 | 0.983018050237736 |
| 63 | 119.2 | 122.633638866935 | 123.045833333333 | 0.996650073755185 | 0.972000840074063 |
| 64 | 118.9 | 121.604180291779 | 122.045833333333 | 0.996381252604108 | 0.977762439701576 |
| 65 | 119.6 | 121.057112552749 | 121.266666666667 | 0.998271956179898 | 0.987963428814527 |
| 66 | 120.2 | 121.059915543429 | 120.816666666667 | 1.00201337185898 | 0.992896777272903 |
| 67 | 119.6 | NA | NA | 1.00483790493944 | NA |
| 68 | 121 | NA | NA | 1.00163749446808 | NA |
| 69 | 120.4 | NA | NA | 1.00219899909364 | NA |
| 70 | 120.4 | NA | NA | 1.00246200018877 | NA |
| 71 | 121.4 | NA | NA | 1.00067009779168 | NA |
| 72 | 121.7 | NA | NA | 0.995473195952773 | NA |
