| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 7.4271 | NA | NA | 0.0968546296296301 | NA |
| 2 | 7.7662 | NA | NA | 0.0627689814814819 | NA |
| 3 | 7.6289 | NA | NA | -0.0593717592592592 | NA |
| 4 | 7.5281 | NA | NA | -0.00643842592592586 | NA |
| 5 | 7.3831 | NA | NA | -0.0142699074074085 | NA |
| 6 | 7.2355 | NA | NA | 0.0315444444444437 | NA |
| 7 | 7.0617 | 7.44103101851852 | 7.41487916666667 | 0.0261518518518516 | -0.379331018518517 |
| 8 | 7.1237 | 7.43434166666667 | 7.39420833333333 | 0.0401333333333336 | -0.310641666666665 |
| 9 | 7.4533 | 7.33724212962963 | 7.357425 | -0.0201828703703704 | 0.116057870370372 |
| 10 | 7.5411 | 7.28623935185185 | 7.32797916666667 | -0.0417398148148143 | 0.254860648148149 |
| 11 | 7.4978 | 7.24754074074074 | 7.314225 | -0.0666842592592594 | 0.25025925925926 |
| 12 | 7.3525 | 7.27810462962963 | 7.32687083333333 | -0.0487662037037033 | 0.0743953703703708 |
| 13 | 7.3862 | 7.47376712962963 | 7.3769125 | 0.0968546296296301 | -0.0875671296296296 |
| 14 | 7.311 | 7.52031064814815 | 7.45754166666667 | 0.0627689814814819 | -0.209310648148148 |
| 15 | 7.2013 | 7.47017824074074 | 7.52955 | -0.0593717592592592 | -0.26887824074074 |
| 16 | 7.249 | 7.57379907407407 | 7.5802375 | -0.00643842592592586 | -0.324799074074074 |
| 17 | 7.3321 | 7.61595509259259 | 7.630225 | -0.0142699074074085 | -0.283855092592590 |
| 18 | 7.59 | 7.72671111111111 | 7.69516666666667 | 0.0315444444444437 | -0.136711111111111 |
| 19 | 7.9082 | 7.80372268518519 | 7.77757083333333 | 0.0261518518518516 | 0.104477314814814 |
| 20 | 8.2123 | 7.9228125 | 7.88267916666666 | 0.0401333333333336 | 0.289487500000003 |
| 21 | 8.0929 | 7.9956712962963 | 8.01585416666667 | -0.0201828703703704 | 0.0972287037037045 |
| 22 | 8.118 | 8.11624351851852 | 8.15798333333333 | -0.0417398148148143 | 0.00175648148148255 |
| 23 | 8.1206 | 8.23055324074074 | 8.2972375 | -0.0666842592592594 | -0.109953240740740 |
| 24 | 8.2883 | 8.40025046296296 | 8.44901666666667 | -0.0487662037037033 | -0.111950462962962 |
| 25 | 8.4281 | 8.7017587962963 | 8.60490416666667 | 0.0968546296296301 | -0.273658796296296 |
| 26 | 8.7917 | 8.79039398148148 | 8.727625 | 0.0627689814814819 | 0.00130601851851964 |
| 27 | 8.9168 | 8.76520324074074 | 8.824575 | -0.0593717592592592 | 0.151596759259260 |
| 28 | 8.9446 | 8.91383657407407 | 8.920275 | -0.00643842592592586 | 0.0307634259259277 |
| 29 | 8.9786 | 9.0196300925926 | 9.0339 | -0.0142699074074085 | -0.0410300925925924 |
| 30 | 9.5862 | 9.18853611111111 | 9.15699166666667 | 0.0315444444444437 | 0.397663888888889 |
| 31 | 9.6533 | 9.31389768518518 | 9.28774583333333 | 0.0261518518518516 | 0.339402314814816 |
| 32 | 9.4125 | 9.46908333333333 | 9.42895 | 0.0401333333333336 | -0.0565833333333323 |
| 33 | 9.2195 | 9.54205462962963 | 9.5622375 | -0.0201828703703704 | -0.322554629629629 |
| 34 | 9.2882 | 9.63529351851852 | 9.67703333333333 | -0.0417398148148143 | -0.347093518518518 |
| 35 | 9.6774 | 9.69960324074074 | 9.7662875 | -0.0666842592592594 | -0.0222032407407387 |
| 36 | 9.6857 | 9.7707837962963 | 9.81955 | -0.0487662037037033 | -0.0850837962962956 |
| 37 | 10.1688 | 9.9472462962963 | 9.85039166666667 | 0.0968546296296301 | 0.221553703703703 |
| 38 | 10.4399 | 9.96104814814815 | 9.89827916666666 | 0.0627689814814819 | 0.478851851851854 |
| 39 | 10.4675 | 9.90612407407407 | 9.96549583333333 | -0.0593717592592592 | 0.561375925925926 |
| 40 | 10.149 | 10.0294199074074 | 10.0358583333333 | -0.00643842592592586 | 0.119580092592592 |
| 41 | 9.9163 | 10.0836759259259 | 10.0979458333333 | -0.0142699074074085 | -0.167375925925926 |
| 42 | 9.9268 | 10.2016902777778 | 10.1701458333333 | 0.0315444444444437 | -0.274890277777779 |
| 43 | 10.0529 | 10.2794560185185 | 10.2533041666667 | 0.0261518518518516 | -0.226556018518520 |
| 44 | 10.1622 | 10.3495541666667 | 10.3094208333333 | 0.0401333333333336 | -0.187354166666669 |
| 45 | 10.083 | 10.3193754629630 | 10.3395583333333 | -0.0201828703703704 | -0.236375462962965 |
| 46 | 10.1134 | 10.3428851851852 | 10.384625 | -0.0417398148148143 | -0.229485185185185 |
| 47 | 10.3423 | 10.3833115740741 | 10.4499958333333 | -0.0666842592592594 | -0.0410115740740729 |
| 48 | 10.7536 | 10.4583587962963 | 10.507125 | -0.0487662037037033 | 0.295241203703705 |
| 49 | 11.0967 | 10.6287629629630 | 10.5319083333333 | 0.0968546296296301 | 0.467937037037037 |
| 50 | 10.8588 | 10.5842023148148 | 10.5214333333333 | 0.0627689814814819 | 0.274597685185185 |
| 51 | 10.7719 | 10.4457740740741 | 10.5051458333333 | -0.0593717592592592 | 0.326125925925924 |
| 52 | 10.9262 | 10.4853824074074 | 10.4918208333333 | -0.00643842592592586 | 0.440817592592593 |
| 53 | 10.708 | 10.4434217592593 | 10.4576916666667 | -0.0142699074074085 | 0.264578240740741 |
| 54 | 10.5062 | 10.4121652777778 | 10.3806208333333 | 0.0315444444444437 | 0.0940347222222204 |
| 55 | 10.0683 | 10.2922560185185 | 10.2661041666667 | 0.0261518518518516 | -0.223956018518518 |
| 56 | 9.8954 | 10.1971583333333 | 10.157025 | 0.0401333333333336 | -0.301758333333334 |
| 57 | 9.9589 | 10.0428421296296 | 10.063025 | -0.0201828703703704 | -0.0839421296296301 |
| 58 | 9.9177 | 9.92010601851852 | 9.96184583333333 | -0.0417398148148143 | -0.00240601851851707 |
| 59 | 9.7189 | 9.8059949074074 | 9.87267916666667 | -0.0666842592592594 | -0.0870949074074066 |
| 60 | 9.5273 | 9.7762962962963 | 9.8250625 | -0.0487662037037033 | -0.248996296296296 |
| 61 | 9.5746 | 9.91313796296297 | 9.81628333333333 | 0.0968546296296301 | -0.338537962962965 |
| 62 | 9.763 | 9.89153148148148 | 9.8287625 | 0.0627689814814819 | -0.128531481481481 |
| 63 | 9.6117 | 9.7899949074074 | 9.84936666666666 | -0.0593717592592592 | -0.178294907407405 |
| 64 | 9.6581 | 9.86103657407407 | 9.867475 | -0.00643842592592586 | -0.202936574074073 |
| 65 | 9.8361 | 9.87093842592592 | 9.88520833333333 | -0.0142699074074085 | -0.0348384259259245 |
| 66 | 10.2353 | 9.95206527777778 | 9.92052083333333 | 0.0315444444444437 | 0.283234722222225 |
| 67 | 10.1285 | 10.0034351851852 | 9.97728333333333 | 0.0261518518518516 | 0.125064814814815 |
| 68 | 10.1347 | 10.0641583333333 | 10.024025 | 0.0401333333333336 | 0.0705416666666672 |
| 69 | 10.2141 | 10.0405796296296 | 10.0607625 | -0.0201828703703704 | 0.173520370370369 |
| 70 | 10.0971 | 10.0652518518519 | 10.1069916666667 | -0.0417398148148143 | 0.0318481481481463 |
| 71 | 9.9651 | 10.0899949074074 | 10.1566791666667 | -0.0666842592592594 | -0.124894907407407 |
| 72 | 10.1286 | 10.1386421296296 | 10.1874083333333 | -0.0487662037037033 | -0.0100421296296300 |
| 73 | 10.3356 | 10.2945379629630 | 10.1976833333333 | 0.0968546296296301 | 0.0410620370370367 |
| 74 | 10.1238 | 10.2757939814815 | 10.213025 | 0.0627689814814819 | -0.15199398148148 |
| 75 | 10.1326 | 10.1685407407407 | 10.2279125 | -0.0593717592592592 | -0.0359407407407417 |
| 76 | 10.2467 | 10.2405699074074 | 10.2470083333333 | -0.00643842592592586 | 0.00613009259259556 |
| 77 | 10.44 | 10.2771217592593 | 10.2913916666667 | -0.0142699074074085 | 0.162878240740742 |
| 78 | 10.3689 | 10.3844402777778 | 10.3528958333333 | 0.0315444444444437 | -0.0155402777777773 |
| 79 | 10.2415 | 10.4278768518519 | 10.401725 | 0.0261518518518516 | -0.186376851851850 |
| 80 | 10.3899 | 10.4809333333333 | 10.4408 | 0.0401333333333336 | -0.0910333333333302 |
| 81 | 10.3162 | 10.4609754629630 | 10.4811583333333 | -0.0201828703703704 | -0.144775462962963 |
| 82 | 10.4533 | 10.4882601851852 | 10.53 | -0.0417398148148143 | -0.0349601851851826 |
| 83 | 10.6741 | 10.5183282407407 | 10.5850125 | -0.0666842592592594 | 0.155771759259258 |
| 84 | 10.8957 | 10.5804546296296 | 10.6292208333333 | -0.0487662037037033 | 0.31524537037037 |
| 85 | 10.7404 | 10.7662629629630 | 10.6694083333333 | 0.0968546296296301 | -0.0258629629629628 |
| 86 | 10.6568 | 10.7687689814815 | 10.706 | 0.0627689814814819 | -0.111968981481482 |
| 87 | 10.5682 | 10.6606157407407 | 10.7199875 | -0.0593717592592592 | -0.0924157407407424 |
| 88 | 10.9833 | 10.6850740740741 | 10.6915125 | -0.00643842592592586 | 0.298225925925927 |
| 89 | 11.0237 | 10.5857800925926 | 10.60005 | -0.0142699074074085 | 0.437919907407407 |
| 90 | 10.8462 | 10.4746069444444 | 10.4430625 | 0.0315444444444437 | 0.371593055555554 |
| 91 | 10.7287 | 10.3141893518519 | 10.2880375 | 0.0261518518518516 | 0.414510648148147 |
| 92 | 10.7809 | 10.197875 | 10.1577416666667 | 0.0401333333333336 | 0.583024999999999 |
| 93 | 10.2609 | 9.99444212962963 | 10.014625 | -0.0201828703703704 | 0.266457870370369 |
| 94 | 9.8252 | 9.81080601851852 | 9.85254583333333 | -0.0417398148148143 | 0.0143939814814811 |
| 95 | 9.1071 | 9.6160699074074 | 9.68275416666667 | -0.0666842592592594 | -0.508969907407407 |
| 96 | 8.695 | 9.48635462962963 | 9.53512083333333 | -0.0487662037037033 | -0.79135462962963 |
| 97 | 9.2205 | 9.5202837962963 | 9.42342916666667 | 0.0968546296296301 | -0.299783796296298 |
| 98 | 9.0496 | 9.39009814814815 | 9.32732916666667 | 0.0627689814814819 | -0.340498148148146 |
| 99 | 8.7406 | 9.19842824074074 | 9.2578 | -0.0593717592592592 | -0.45782824074074 |
| 100 | 8.921 | 9.23492407407407 | 9.2413625 | -0.00643842592592586 | -0.313924074074071 |
| 101 | 9.011 | 9.27400925925926 | 9.28827916666667 | -0.0142699074074085 | -0.263009259259261 |
| 102 | 9.3157 | 9.42381527777778 | 9.39227083333333 | 0.0315444444444437 | -0.108115277777779 |
| 103 | 9.5786 | 9.51196018518518 | 9.48580833333333 | 0.0261518518518516 | 0.0666398148148151 |
| 104 | 9.6246 | 9.58640833333333 | 9.546275 | 0.0401333333333336 | 0.0381916666666662 |
| 105 | 9.7485 | 9.58024212962963 | 9.600425 | -0.0201828703703704 | 0.16825787037037 |
| 106 | 9.9431 | 9.59813935185185 | 9.63987916666667 | -0.0417398148148143 | 0.344960648148147 |
| 107 | 10.1152 | 9.59322824074074 | 9.6599125 | -0.0666842592592594 | 0.521971759259261 |
| 108 | 10.1827 | 9.58627962962963 | 9.63504583333333 | -0.0487662037037033 | 0.596420370370371 |
| 109 | 9.9777 | 9.64896712962963 | 9.5521125 | 0.0968546296296301 | 0.328732870370372 |
| 110 | 9.7436 | 9.52217731481481 | 9.45940833333333 | 0.0627689814814819 | 0.221422685185187 |
| 111 | 9.3462 | 9.31806574074074 | 9.3774375 | -0.0593717592592592 | 0.0281342592592591 |
| 112 | 9.2623 | 9.2822824074074 | 9.28872083333333 | -0.00643842592592586 | -0.0199824074074080 |
| 113 | 9.1505 | 9.1918925925926 | 9.2061625 | -0.0142699074074085 | -0.0413925925925938 |
| 114 | 8.5794 | 9.15679444444444 | 9.12525 | 0.0315444444444437 | -0.577394444444444 |
| 115 | 8.3245 | NA | NA | 0.0261518518518516 | NA |
| 116 | 8.6538 | NA | NA | 0.0401333333333336 | NA |
| 117 | 8.752 | NA | NA | -0.0201828703703704 | NA |
| 118 | 8.8104 | NA | NA | -0.0417398148148143 | NA |
| 119 | 9.2665 | NA | NA | -0.0666842592592594 | NA |
| 120 | 9.0895 | NA | NA | -0.0487662037037033 | NA |
