| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 4.031636 | NA | NA | 0.046548175347222 | NA |
| 2 | 3.702076 | NA | NA | 0.127885730902778 | NA |
| 3 | 3.056167 | NA | NA | -0.150733206597223 | NA |
| 4 | 3.280707 | NA | NA | 0.054457890625 | NA |
| 5 | 2.984728 | NA | NA | 0.047921564236111 | NA |
| 6 | 3.693712 | NA | NA | -0.177874581597222 | NA |
| 7 | 3.226317 | 2.95257194618056 | 3.10828070833333 | -0.155708762152778 | 0.273745053819444 |
| 8 | 2.190349 | 3.20245360590278 | 3.04512704166667 | 0.157326564236111 | -1.01210460590278 |
| 9 | 2.599515 | 3.05640425173611 | 3.02467816666667 | 0.0317260850694447 | -0.456889251736111 |
| 10 | 3.080288 | 3.05281680034722 | 3.05609591666667 | -0.00327911631944455 | 0.0274711996527781 |
| 11 | 2.929672 | 3.149228390625 | 3.11133154166667 | 0.0378968489583335 | -0.219556390624999 |
| 12 | 2.922548 | 3.084822390625 | 3.10098958333333 | -0.0161671927083335 | -0.162274390624999 |
| 13 | 3.234943 | 3.09827550868056 | 3.05172733333333 | 0.046548175347222 | 0.136667491319444 |
| 14 | 2.983081 | 3.21629114756944 | 3.08840541666667 | 0.127885730902778 | -0.233210147569444 |
| 15 | 3.284389 | 3.00109804340278 | 3.15183125 | -0.150733206597223 | 0.283290956597223 |
| 16 | 3.806511 | 3.24355293229167 | 3.18909504166667 | 0.054457890625 | 0.562958067708333 |
| 17 | 3.784579 | 3.25540631423611 | 3.20748475 | 0.047921564236111 | 0.529172685763889 |
| 18 | 2.645654 | 3.04420416840278 | 3.22207875 | -0.177874581597222 | -0.398550168402778 |
| 19 | 3.092081 | 3.06169877951389 | 3.21740754166667 | -0.155708762152778 | 0.0303822204861115 |
| 20 | 3.204859 | 3.36603973090278 | 3.20871316666667 | 0.157326564236111 | -0.161180730902777 |
| 21 | 3.107225 | 3.20506000173611 | 3.17333391666667 | 0.0317260850694447 | -0.0978350017361107 |
| 22 | 3.466909 | 3.05249800868056 | 3.055777125 | -0.00327911631944455 | 0.414410991319444 |
| 23 | 2.984404 | 2.93062947395833 | 2.892732625 | 0.0378968489583335 | 0.0537745260416673 |
| 24 | 3.218072 | 2.74500468229167 | 2.761171875 | -0.0161671927083335 | 0.473067317708333 |
| 25 | 2.82731 | 2.70637817534722 | 2.65983 | 0.046548175347222 | 0.120931824652778 |
| 26 | 3.182049 | 2.69235935590278 | 2.564473625 | 0.127885730902778 | 0.489689644097223 |
| 27 | 2.236319 | 2.35175537673611 | 2.50248858333333 | -0.150733206597223 | -0.115436376736111 |
| 28 | 2.033218 | 2.48097368229167 | 2.42651579166667 | 0.054457890625 | -0.447755682291666 |
| 29 | 1.644804 | 2.41032802256944 | 2.36240645833333 | 0.047921564236111 | -0.765524022569445 |
| 30 | 1.627971 | 2.13251921006944 | 2.31039379166667 | -0.177874581597222 | -0.504548210069445 |
| 31 | 1.677559 | 2.10692148784722 | 2.26263025 | -0.155708762152778 | -0.429362487847222 |
| 32 | 2.330828 | 2.40480152256944 | 2.24747495833333 | 0.157326564236111 | -0.0739735225694447 |
| 33 | 2.493615 | 2.29659458506944 | 2.2648685 | 0.0317260850694447 | 0.197020414930555 |
| 34 | 2.257172 | 2.33442680034722 | 2.33770591666667 | -0.00327911631944455 | -0.0772548003472222 |
| 35 | 2.655517 | 2.48045730729167 | 2.44256045833333 | 0.0378968489583335 | 0.175059692708334 |
| 36 | 2.298655 | 2.53612330729167 | 2.5522905 | -0.0161671927083335 | -0.237468307291666 |
| 37 | 2.600402 | 2.72014067534722 | 2.6735925 | 0.046548175347222 | -0.119738675347222 |
| 38 | 3.04523 | 2.91370985590278 | 2.785824125 | 0.127885730902778 | 0.131520144097223 |
| 39 | 2.790583 | 2.70476541840278 | 2.855498625 | -0.150733206597223 | 0.0858175815972224 |
| 40 | 3.227052 | 2.954794515625 | 2.900336625 | 0.054457890625 | 0.272257484375 |
| 41 | 2.967479 | 2.97959131423611 | 2.93166975 | 0.047921564236111 | -0.0121123142361101 |
| 42 | 2.938817 | 2.80090466840278 | 2.97877925 | -0.177874581597222 | 0.137912331597222 |
| 43 | 3.277961 | 2.87905794618056 | 3.03476670833333 | -0.155708762152778 | 0.398903053819445 |
| 44 | 3.423985 | 3.21343902256944 | 3.05611245833333 | 0.157326564236111 | 0.210545977430556 |
| 45 | 3.072646 | 3.09452121006944 | 3.062795125 | 0.0317260850694447 | -0.0218752100694437 |
| 46 | 2.754253 | 3.05202350868056 | 3.055302625 | -0.00327911631944455 | -0.297770508680556 |
| 47 | 2.910431 | 3.083294890625 | 3.04539804166667 | 0.0378968489583335 | -0.172863890625 |
| 48 | 3.174369 | 3.031685640625 | 3.04785283333333 | -0.0161671927083335 | 0.142683359374999 |
| 49 | 3.068387 | 3.06997567534722 | 3.0234275 | 0.046548175347222 | -0.00158867534722207 |
| 50 | 3.089543 | 3.11744627256944 | 2.98956054166667 | 0.127885730902778 | -0.0279032725694446 |
| 51 | 2.906654 | 2.82957229340278 | 2.9803055 | -0.150733206597223 | 0.0770817065972227 |
| 52 | 2.931161 | 3.039486890625 | 2.985029 | 0.054457890625 | -0.108325890625 |
| 53 | 3.02566 | 3.04182518923611 | 2.993903625 | 0.047921564236111 | -0.0161651892361108 |
| 54 | 2.939551 | 2.81529429340278 | 2.993168875 | -0.177874581597222 | 0.124256706597222 |
| 55 | 2.691019 | 2.82393348784722 | 2.97964225 | -0.155708762152778 | -0.132914487847223 |
| 56 | 3.19812 | 3.12713068923611 | 2.969804125 | 0.157326564236111 | 0.0709893107638893 |
| 57 | 3.07639 | 3.00237312673611 | 2.97064704166667 | 0.0317260850694447 | 0.0740168732638886 |
| 58 | 2.863873 | 2.98294325868056 | 2.986222375 | -0.00327911631944455 | -0.119070258680555 |
| 59 | 3.013802 | 3.06155359895833 | 3.02365675 | 0.0378968489583335 | -0.0477515989583326 |
| 60 | 3.053364 | 3.054801265625 | 3.07096845833333 | -0.0161671927083335 | -0.00143726562499902 |
| 61 | 2.864753 | 3.16601667534722 | 3.1194685 | 0.046548175347222 | -0.301263675347222 |
| 62 | 3.057062 | 3.28944360590278 | 3.161557875 | 0.127885730902778 | -0.232381605902777 |
| 63 | 2.959365 | 3.03699162673611 | 3.18772483333333 | -0.150733206597223 | -0.0776266267361105 |
| 64 | 3.252258 | 3.273923015625 | 3.219465125 | 0.054457890625 | -0.0216650156249996 |
| 65 | 3.602988 | 3.31017193923611 | 3.262250375 | 0.047921564236111 | 0.292816060763889 |
| 66 | 3.497704 | 3.11928300173611 | 3.29715758333333 | -0.177874581597222 | 0.37842099826389 |
| 67 | 3.296867 | 3.18239807118056 | 3.33810683333333 | -0.155708762152778 | 0.114468928819445 |
| 68 | 3.602417 | 3.52779002256944 | 3.37046345833333 | 0.157326564236111 | 0.0746269774305559 |
| 69 | 3.3001 | 3.39733371006944 | 3.365607625 | 0.0317260850694447 | -0.0972337100694438 |
| 70 | 3.40193 | 3.33272330034722 | 3.33600241666667 | -0.00327911631944455 | 0.0692066996527783 |
| 71 | 3.502591 | 3.32574993229167 | 3.28785308333333 | 0.0378968489583335 | 0.176841067708334 |
| 72 | 3.402348 | 3.213302140625 | 3.22946933333333 | -0.0161671927083335 | 0.189045859375 |
| 73 | 3.498551 | 3.20961021701389 | 3.16306204166667 | 0.046548175347222 | 0.288940782986111 |
| 74 | 3.199823 | 3.20358868923611 | 3.07570295833333 | 0.127885730902778 | -0.00376568923611087 |
| 75 | 2.700064 | 2.82924216840278 | 2.979975375 | -0.150733206597223 | -0.129178168402778 |
| 76 | 2.801034 | 2.934553890625 | 2.880096 | 0.054457890625 | -0.133519890625 |
| 77 | 2.898628 | 2.80286614756944 | 2.75494458333333 | 0.047921564236111 | 0.095761852430556 |
| 78 | 2.800854 | 2.41439658506944 | 2.59227116666667 | -0.177874581597222 | 0.386457414930556 |
| 79 | 2.399942 | 2.25747015451389 | 2.41317891666667 | -0.155708762152778 | 0.142471845486111 |
| 80 | 2.402724 | 2.39978293923611 | 2.242456375 | 0.157326564236111 | 0.00294106076388889 |
| 81 | 2.202331 | 2.13247529340278 | 2.10074920833333 | 0.0317260850694447 | 0.0698557065972221 |
| 82 | 2.102594 | 1.96816705034722 | 1.97144616666667 | -0.00327911631944455 | 0.134426949652778 |
| 83 | 1.798293 | 1.85940372395833 | 1.821506875 | 0.0378968489583335 | -0.0611107239583335 |
| 84 | 1.202484 | 1.644425890625 | 1.66059308333333 | -0.0161671927083335 | -0.441941890624999 |
| 85 | 1.400201 | NA | NA | NA | NA |
| 86 | 1.200832 | NA | NA | NA | NA |
| 87 | 1.298083 | NA | NA | NA | NA |
| 88 | 1.099742 | NA | NA | NA | NA |
| 89 | 1.001377 | NA | NA | NA | NA |
| 90 | 0.836174 | NA | NA | NA | NA |
