| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 108.56 | NA | NA | 0.995984901963863 | NA |
| 2 | 108.71 | NA | NA | 0.994317815601206 | NA |
| 3 | 116.73 | NA | NA | 0.993179522729974 | NA |
| 4 | 118.88 | NA | NA | 0.995852009719428 | NA |
| 5 | 119.6 | NA | NA | 1.00476881860419 | NA |
| 6 | 119.62 | NA | NA | 1.00667278695079 | NA |
| 7 | 119.64 | 118.86128156447 | 118.035833333333 | 1.00699320035133 | 1.00655148947816 |
| 8 | 119.74 | 119.506967107484 | 118.974583333333 | 1.00447476897363 | 1.00194995235974 |
| 9 | 119.74 | 119.84214314686 | 119.572916666667 | 1.0022515673925 | 0.999147685912669 |
| 10 | 119.74 | 119.851328177704 | 119.794166666667 | 1.00047716439479 | 0.999071114359793 |
| 11 | 119.9 | 119.921811601876 | 120.022916666667 | 0.999157618664848 | 0.999818118142273 |
| 12 | 119.9 | 119.832186109028 | 120.329166666667 | 0.995869824653444 | 1.00056590715044 |
| 13 | 119.9 | 120.179273214342 | 120.66375 | 0.995984901963863 | 0.99767619484731 |
| 14 | 119.9 | 120.313698585015 | 121.00125 | 0.994317815601206 | 0.996561500561608 |
| 15 | 119.9 | 120.513644762458 | 121.34125 | 0.993179522729974 | 0.994908088924968 |
| 16 | 121.02 | 121.177347234347 | 121.682083333333 | 0.995852009719428 | 0.998701512799727 |
| 17 | 122.95 | 122.598123363013 | 122.01625 | 1.00476881860419 | 1.00287016332171 |
| 18 | 123.62 | 123.16012377851 | 122.34375 | 1.00667278695079 | 1.00373397011452 |
| 19 | 123.67 | 123.5316321116 | 122.67375 | 1.00699320035133 | 1.00112010086838 |
| 20 | 123.81 | 123.556674551062 | 123.00625 | 1.00447476897363 | 1.0020502773311 |
| 21 | 123.83 | 123.639423772818 | 123.361666666667 | 1.0022515673925 | 1.00154138721588 |
| 22 | 123.83 | 123.796959994786 | 123.737916666667 | 1.00047716439479 | 1.00026688866363 |
| 23 | 123.83 | 123.943004701328 | 124.0475 | 0.999157618664848 | 0.999088252688403 |
| 24 | 123.83 | 123.760892567286 | 124.274166666667 | 0.995869824653444 | 1.0005583947504 |
| 25 | 123.89 | 123.98601050839 | 124.485833333333 | 0.995984901963863 | 0.999225634343778 |
| 26 | 123.89 | 123.986460016392 | 124.695 | 0.994317815601206 | 0.999222011690796 |
| 27 | 124.44 | 124.047708564173 | 124.899583333333 | 0.993179522729974 | 1.00316242388004 |
| 28 | 125.51 | 124.586895552624 | 125.105833333333 | 0.995852009719428 | 1.00740932217054 |
| 29 | 125.89 | 125.913023157058 | 125.315416666667 | 1.00476881860419 | 0.999817150311532 |
| 30 | 126.12 | 126.329045822433 | 125.491666666667 | 1.00667278695079 | 0.998345227567646 |
| 31 | 126.25 | 126.562681644657 | 125.68375 | 1.00699320035133 | 0.997529432526288 |
| 32 | 126.25 | 126.493089125695 | 125.929583333333 | 1.00447476897363 | 0.998078241844078 |
| 33 | 126.3 | 126.438211274762 | 126.154166666667 | 1.0022515673925 | 0.998906886823465 |
| 34 | 126.31 | 126.389029581539 | 126.32875 | 1.00047716439479 | 0.999374711699263 |
| 35 | 126.38 | 126.413838229151 | 126.520416666667 | 0.999157618664848 | 0.999732321796213 |
| 36 | 125.51 | 126.225255437543 | 126.74875 | 0.995869824653444 | 0.994333499781293 |
| 37 | 126.82 | 126.457298046388 | 126.967083333333 | 0.995984901963863 | 1.00286817731531 |
| 38 | 126.86 | 126.46189707815 | 127.184583333333 | 0.994317815601206 | 1.00314800687834 |
| 39 | 126.86 | 126.532726495003 | 127.401666666667 | 0.993179522729974 | 1.00258647319205 |
| 40 | 127.28 | 127.086899035357 | 127.61625 | 0.995852009719428 | 1.00151944036804 |
| 41 | 128.72 | 128.437086160127 | 127.8275 | 1.00476881860419 | 1.00220274259041 |
| 42 | 128.77 | 128.92668105976 | 128.072083333333 | 1.00667278695079 | 0.998784727424361 |
| 43 | 128.84 | 129.195968863576 | 128.29875 | 1.00699320035133 | 0.997244737071079 |
| 44 | 128.88 | 129.044873570042 | 128.47 | 1.00447476897363 | 0.998722354747766 |
| 45 | 128.88 | 128.930476839011 | 128.640833333333 | 1.0022515673925 | 0.999608495677292 |
| 46 | 128.88 | 128.861875639535 | 128.800416666667 | 1.00047716439479 | 1.0001406495162 |
| 47 | 128.88 | 128.811816513947 | 128.920416666667 | 0.999157618664848 | 1.00052932632967 |
| 48 | 128.88 | 128.507457119041 | 129.040416666667 | 0.995869824653444 | 1.00289899815397 |
| 49 | 128.89 | 128.677929384058 | 129.196666666667 | 0.995984901963863 | 1.00164807295981 |
| 50 | 128.9 | 128.62868131798 | 129.36375 | 0.994317815601206 | 1.0021093171386 |
| 51 | 128.92 | 128.654820075236 | 129.538333333333 | 0.993179522729974 | 1.00206117364751 |
| 52 | 129.05 | 129.181507762467 | 129.719583333333 | 0.995852009719428 | 0.998981992355217 |
| 53 | 129.83 | 130.524912034452 | 129.905416666667 | 1.00476881860419 | 0.994676019898269 |
| 54 | 130.54 | 130.964774006341 | 130.096666666667 | 1.00667278695079 | 0.996756578174828 |
| 55 | 130.82 | 131.200724493275 | 130.289583333333 | 1.00699320035133 | 0.997098152508337 |
| 56 | 130.91 | 131.074749665676 | 130.490833333333 | 1.00447476897363 | 0.998743086169561 |
| 57 | 131.04 | 130.99553267266 | 130.70125 | 1.0022515673925 | 1.00033945682294 |
| 58 | 131.07 | 130.97955230417 | 130.917083333333 | 1.00047716439479 | 1.00069054821336 |
| 59 | 131.15 | 131.100720092038 | 131.21125 | 0.999157618664848 | 1.00037589349568 |
| 60 | 131.2 | 131.044435497345 | 131.587916666667 | 0.995869824653444 | 1.00118711261615 |
| 61 | 131.2 | 131.446352417808 | 131.97625 | 0.995984901963863 | 0.998125832986029 |
| 62 | 131.42 | 131.617020652952 | 132.369166666667 | 0.994317815601206 | 0.998503076182893 |
| 63 | 131.45 | 131.86858348087 | 132.774166666667 | 0.993179522729974 | 0.996825752807675 |
| 64 | 131.7 | 132.637529174531 | 133.19 | 0.995852009719428 | 0.992931644758724 |
| 65 | 134.24 | 134.242975316962 | 133.605833333333 | 1.00476881860419 | 0.999977836330322 |
| 66 | 135.17 | 134.910511884193 | 134.01625 | 1.00667278695079 | 1.00192340917088 |
| 67 | 135.51 | NA | NA | 1.00699320035133 | NA |
| 68 | 135.65 | NA | NA | 1.00447476897363 | NA |
| 69 | 136.02 | NA | NA | 1.0022515673925 | NA |
| 70 | 136.07 | NA | NA | 1.00047716439479 | NA |
| 71 | 136.13 | NA | NA | 0.999157618664848 | NA |
| 72 | 136.07 | NA | NA | 0.995869824653444 | NA |
