| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 9.676 | NA | NA | 0.157306134259259 | NA |
| 2 | 8.642 | NA | NA | -0.783367476851852 | NA |
| 3 | 9.402 | NA | NA | 0.0965283564814815 | NA |
| 4 | 9.61 | NA | NA | -0.180853587962963 | NA |
| 5 | 9.294 | NA | NA | -0.0504091435185181 | NA |
| 6 | 9.448 | NA | NA | 0.0511325231481482 | NA |
| 7 | 10.319 | 10.0519033564815 | 9.50679166666667 | 0.545111689814815 | 0.267096643518519 |
| 8 | 9.548 | 9.91063946759259 | 9.53329166666667 | 0.377347800925926 | -0.362639467592594 |
| 9 | 9.801 | 9.7930630787037 | 9.56925 | 0.223813078703704 | 0.00793692129629697 |
| 10 | 9.596 | 9.81774363425926 | 9.57804166666667 | 0.239701967592592 | -0.221743634259257 |
| 11 | 8.923 | 9.0121255787037 | 9.5655 | -0.553374421296296 | -0.0891255787037029 |
| 12 | 9.746 | 9.45652141203704 | 9.57945833333333 | -0.122936921296297 | 0.289478587962964 |
| 13 | 9.829 | 9.76143113425926 | 9.604125 | 0.157306134259259 | 0.0675688657407409 |
| 14 | 9.125 | 8.85350752314815 | 9.636875 | -0.783367476851852 | 0.271492476851853 |
| 15 | 9.782 | 9.76861168981481 | 9.67208333333333 | 0.0965283564814815 | 0.0133883101851868 |
| 16 | 9.441 | 9.50914641203704 | 9.69 | -0.180853587962963 | -0.0681464120370361 |
| 17 | 9.162 | 9.67092418981481 | 9.72133333333333 | -0.0504091435185181 | -0.508924189814813 |
| 18 | 9.915 | 9.80963252314815 | 9.7585 | 0.0511325231481482 | 0.105367476851853 |
| 19 | 10.444 | 10.3205283564815 | 9.77541666666666 | 0.545111689814815 | 0.123471643518521 |
| 20 | 10.209 | 10.1555561342593 | 9.77820833333333 | 0.377347800925926 | 0.053443865740741 |
| 21 | 9.985 | 10.0261047453704 | 9.80229166666667 | 0.223813078703704 | -0.0411047453703688 |
| 22 | 9.842 | 10.0798686342593 | 9.84016666666667 | 0.239701967592592 | -0.237868634259259 |
| 23 | 9.429 | 9.33558391203704 | 9.88895833333333 | -0.553374421296296 | 0.0934160879629626 |
| 24 | 10.132 | 9.80460474537037 | 9.92754166666666 | -0.122936921296297 | 0.327395254629632 |
| 25 | 9.849 | 10.0753061342593 | 9.918 | 0.157306134259259 | -0.226306134259257 |
| 26 | 9.172 | 9.13338252314815 | 9.91675 | -0.783367476851852 | 0.0386174768518526 |
| 27 | 10.313 | 10.0364033564815 | 9.939875 | 0.0965283564814815 | 0.276596643518518 |
| 28 | 9.819 | 9.78460474537037 | 9.96545833333333 | -0.180853587962963 | 0.0343952546296311 |
| 29 | 9.955 | 9.93175752314815 | 9.98216666666667 | -0.0504091435185181 | 0.023242476851852 |
| 30 | 10.048 | 10.0266741898148 | 9.97554166666667 | 0.0511325231481482 | 0.0213258101851856 |
| 31 | 10.082 | 10.5264866898148 | 9.981375 | 0.545111689814815 | -0.444486689814815 |
| 32 | 10.541 | 10.3738061342593 | 9.99645833333333 | 0.377347800925926 | 0.167193865740742 |
| 33 | 10.208 | 10.2291880787037 | 10.005375 | 0.223813078703704 | -0.0211880787037035 |
| 34 | 10.233 | 10.2492019675926 | 10.0095 | 0.239701967592592 | -0.0162019675925897 |
| 35 | 9.439 | 9.47583391203704 | 10.0292083333333 | -0.553374421296296 | -0.0368339120370358 |
| 36 | 9.963 | 9.93827141203704 | 10.0612083333333 | -0.122936921296297 | 0.0247285879629633 |
| 37 | 10.158 | 10.2433061342593 | 10.086 | 0.157306134259259 | -0.0853061342592571 |
| 38 | 9.225 | 9.32184085648148 | 10.1052083333333 | -0.783367476851852 | -0.0968408564814798 |
| 39 | 10.474 | 10.2261533564815 | 10.129625 | 0.0965283564814815 | 0.247846643518519 |
| 40 | 9.757 | 9.99210474537037 | 10.1729583333333 | -0.180853587962963 | -0.23510474537037 |
| 41 | 10.49 | 10.1619658564815 | 10.212375 | -0.0504091435185181 | 0.328034143518519 |
| 42 | 10.281 | 10.2708825231481 | 10.21975 | 0.0511325231481482 | 0.0101174768518533 |
| 43 | 10.444 | 10.7664033564815 | 10.2212916666667 | 0.545111689814815 | -0.32240335648148 |
| 44 | 10.64 | 10.6210978009259 | 10.24375 | 0.377347800925926 | 0.0189021990740752 |
| 45 | 10.695 | 10.4764797453704 | 10.2526666666667 | 0.223813078703704 | 0.218520254629631 |
| 46 | 10.786 | 10.4870353009259 | 10.2473333333333 | 0.239701967592592 | 0.298964699074071 |
| 47 | 9.832 | 9.69370891203704 | 10.2470833333333 | -0.553374421296296 | 0.138291087962964 |
| 48 | 9.747 | 10.1191880787037 | 10.242125 | -0.122936921296297 | -0.372188078703703 |
| 49 | 10.411 | 10.4120144675926 | 10.2547083333333 | 0.157306134259259 | -0.00101446759259183 |
| 50 | 9.511 | 9.51359085648148 | 10.2969583333333 | -0.783367476851852 | -0.00259085648148094 |
| 51 | 10.402 | 10.4031533564815 | 10.306625 | 0.0965283564814815 | -0.00115335648148118 |
| 52 | 9.701 | 10.1148130787037 | 10.2956666666667 | -0.180853587962963 | -0.413813078703702 |
| 53 | 10.54 | 10.2495075231481 | 10.2999166666667 | -0.0504091435185181 | 0.290492476851851 |
| 54 | 10.112 | 10.3728408564815 | 10.3217083333333 | 0.0511325231481482 | -0.260840856481479 |
| 55 | 10.915 | 10.9085283564815 | 10.3634166666667 | 0.545111689814815 | 0.00647164351851792 |
| 56 | 11.183 | 10.7777644675926 | 10.4004166666667 | 0.377347800925926 | 0.405235532407406 |
| 57 | 10.384 | 10.630771412037 | 10.4069583333333 | 0.223813078703704 | -0.246771412037035 |
| 58 | 10.834 | 10.6857019675926 | 10.446 | 0.239701967592592 | 0.148298032407409 |
| 59 | 9.886 | 9.94133391203704 | 10.4947083333333 | -0.553374421296296 | -0.0553339120370371 |
| 60 | 10.216 | 10.3954380787037 | 10.518375 | -0.122936921296297 | -0.179438078703702 |
| 61 | 10.943 | 10.7224311342593 | 10.565125 | 0.157306134259259 | 0.220568865740741 |
| 62 | 9.867 | 9.78425752314815 | 10.567625 | -0.783367476851852 | 0.0827424768518537 |
| 63 | 10.203 | 10.6622783564815 | 10.56575 | 0.0965283564814815 | -0.459278356481482 |
| 64 | 10.837 | 10.405021412037 | 10.585875 | -0.180853587962963 | 0.431978587962963 |
| 65 | 10.573 | 10.5379658564815 | 10.588375 | -0.0504091435185181 | 0.0350341435185193 |
| 66 | 10.647 | 10.6467575231481 | 10.595625 | 0.0511325231481482 | 0.000242476851852302 |
| 67 | 11.502 | 11.1361533564815 | 10.5910416666667 | 0.545111689814815 | 0.36584664351852 |
| 68 | 10.656 | 10.9421394675926 | 10.5647916666667 | 0.377347800925926 | -0.286139467592591 |
| 69 | 10.866 | 10.787396412037 | 10.5635833333333 | 0.223813078703704 | 0.0786035879629647 |
| 70 | 10.835 | 10.8104519675926 | 10.57075 | 0.239701967592592 | 0.0245480324074094 |
| 71 | 9.945 | 9.99941724537037 | 10.5527916666667 | -0.553374421296296 | -0.054417245370372 |
| 72 | 10.331 | 10.4249797453704 | 10.5479166666667 | -0.122936921296297 | -0.0939797453703708 |
| 73 | 10.718 | 10.6975144675926 | 10.5402083333333 | 0.157306134259259 | 0.0204855324074096 |
| 74 | 9.462 | 9.75942418981481 | 10.5427916666667 | -0.783367476851852 | -0.297424189814814 |
| 75 | 10.579 | 10.6604033564815 | 10.563875 | 0.0965283564814815 | -0.0814033564814807 |
| 76 | 10.633 | 10.3863130787037 | 10.5671666666667 | -0.180853587962963 | 0.246686921296297 |
| 77 | 10.346 | 10.5178825231481 | 10.5682916666667 | -0.0504091435185181 | -0.171882523148145 |
| 78 | 10.757 | 10.6372158564815 | 10.5860833333333 | 0.0511325231481482 | 0.119784143518519 |
| 79 | 11.207 | NA | NA | 0.545111689814815 | NA |
| 80 | 11.013 | NA | NA | 0.377347800925926 | NA |
| 81 | 11.015 | NA | NA | 0.223813078703704 | NA |
| 82 | 10.765 | NA | NA | 0.239701967592592 | NA |
| 83 | 10.042 | NA | NA | -0.553374421296296 | NA |
| 84 | 10.661 | NA | NA | -0.122936921296297 | NA |
