| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 7.24 | NA | NA | -0.0279629629629631 | NA |
| 2 | 7.52 | NA | NA | 0.0402314814814815 | NA |
| 3 | 7.57 | NA | NA | 0.0494675925925928 | NA |
| 4 | 7.59 | NA | NA | 0.076273148148148 | NA |
| 5 | 7.58 | NA | NA | -0.0101851851851851 | NA |
| 6 | 7.55 | NA | NA | -0.0324074074074065 | NA |
| 7 | 7.52 | 7.61273148148148 | 7.58166666666667 | 0.0310648148148149 | -0.0927314814814819 |
| 8 | 7.55 | 7.62578703703704 | 7.60416666666667 | 0.0216203703703701 | -0.0757870370370375 |
| 9 | 7.62 | 7.56946759259259 | 7.605 | -0.0355324074074079 | 0.0505324074074087 |
| 10 | 7.64 | 7.62127314814815 | 7.60541666666667 | 0.0158564814814814 | 0.0187268518518522 |
| 11 | 7.68 | 7.5387037037037 | 7.61291666666667 | -0.0742129629629631 | 0.141296296296297 |
| 12 | 7.69 | 7.56787037037037 | 7.62208333333333 | -0.0542129629629631 | 0.122129629629631 |
| 13 | 7.7 | 7.6062037037037 | 7.63416666666667 | -0.0279629629629631 | 0.093796296296298 |
| 14 | 7.6 | 7.68898148148148 | 7.64875 | 0.0402314814814815 | -0.08898148148148 |
| 15 | 7.51 | 7.71030092592592 | 7.66083333333333 | 0.0494675925925928 | -0.200300925925925 |
| 16 | 7.66 | 7.74710648148148 | 7.67083333333333 | 0.076273148148148 | -0.0871064814814808 |
| 17 | 7.69 | 7.66731481481482 | 7.6775 | -0.0101851851851851 | 0.0226851851851846 |
| 18 | 7.66 | 7.64842592592593 | 7.68083333333333 | -0.0324074074074065 | 0.0115740740740735 |
| 19 | 7.7 | 7.71564814814815 | 7.68458333333333 | 0.0310648148148149 | -0.0156481481481467 |
| 20 | 7.72 | 7.72912037037037 | 7.7075 | 0.0216203703703701 | -0.00912037037037017 |
| 21 | 7.74 | 7.72238425925926 | 7.75791666666667 | -0.0355324074074079 | 0.0176157407407418 |
| 22 | 7.76 | 7.83085648148148 | 7.815 | 0.0158564814814814 | -0.0708564814814823 |
| 23 | 7.72 | 7.78412037037037 | 7.85833333333333 | -0.0742129629629631 | -0.0641203703703699 |
| 24 | 7.73 | 7.84162037037037 | 7.89583333333333 | -0.0542129629629631 | -0.111620370370369 |
| 25 | 7.75 | 7.91578703703704 | 7.94375 | -0.0279629629629631 | -0.165787037037038 |
| 26 | 8.1 | 8.03606481481481 | 7.99583333333333 | 0.0402314814814815 | 0.0639351851851861 |
| 27 | 8.22 | 8.09238425925926 | 8.04291666666667 | 0.0494675925925928 | 0.127615740740740 |
| 28 | 8.32 | 8.16543981481482 | 8.08916666666667 | 0.076273148148148 | 0.154560185185185 |
| 29 | 8.07 | 8.13064814814815 | 8.14083333333333 | -0.0101851851851851 | -0.0606481481481485 |
| 30 | 8.18 | 8.16050925925926 | 8.19291666666667 | -0.0324074074074065 | 0.0194907407407410 |
| 31 | 8.33 | 8.27689814814815 | 8.24583333333333 | 0.0310648148148149 | 0.0531018518518511 |
| 32 | 8.34 | 8.30703703703704 | 8.28541666666667 | 0.0216203703703701 | 0.0329629629629640 |
| 33 | 8.25 | 8.2707175925926 | 8.30625 | -0.0355324074074079 | -0.0207175925925931 |
| 34 | 8.36 | 8.33585648148148 | 8.32 | 0.0158564814814814 | 0.0241435185185175 |
| 35 | 8.36 | 8.26828703703704 | 8.3425 | -0.0742129629629631 | 0.0917129629629638 |
| 36 | 8.34 | 8.31787037037037 | 8.37208333333333 | -0.0542129629629631 | 0.0221296296296298 |
| 37 | 8.41 | 8.36453703703704 | 8.3925 | -0.0279629629629631 | 0.0454629629629633 |
| 38 | 8.39 | 8.44856481481481 | 8.40833333333333 | 0.0402314814814815 | -0.0585648148148135 |
| 39 | 8.43 | 8.47613425925926 | 8.42666666666667 | 0.0494675925925928 | -0.0461342592592597 |
| 40 | 8.44 | 8.52085648148148 | 8.44458333333333 | 0.076273148148148 | -0.080856481481483 |
| 41 | 8.49 | 8.44898148148148 | 8.45916666666666 | -0.0101851851851851 | 0.0410185185185199 |
| 42 | 8.47 | 8.44217592592593 | 8.47458333333333 | -0.0324074074074065 | 0.0278240740740756 |
| 43 | 8.53 | 8.51606481481481 | 8.485 | 0.0310648148148149 | 0.0139351851851863 |
| 44 | 8.52 | 8.51912037037037 | 8.4975 | 0.0216203703703701 | 0.000879629629629619 |
| 45 | 8.51 | 8.4819675925926 | 8.5175 | -0.0355324074074079 | 0.028032407407407 |
| 46 | 8.53 | 8.55543981481481 | 8.53958333333333 | 0.0158564814814814 | -0.0254398148148152 |
| 47 | 8.54 | 8.48078703703704 | 8.555 | -0.0742129629629631 | 0.0592129629629632 |
| 48 | 8.53 | 8.5074537037037 | 8.56166666666667 | -0.0542129629629631 | 0.0225462962962943 |
| 49 | 8.47 | 8.5412037037037 | 8.56916666666667 | -0.0279629629629631 | -0.0712037037037039 |
| 50 | 8.63 | 8.61898148148148 | 8.57875 | 0.0402314814814815 | 0.0110185185185188 |
| 51 | 8.67 | 8.6307175925926 | 8.58125 | 0.0494675925925928 | 0.0392824074074039 |
| 52 | 8.73 | 8.65835648148148 | 8.58208333333333 | 0.076273148148148 | 0.0716435185185187 |
| 53 | 8.57 | 8.56856481481482 | 8.57875 | -0.0101851851851851 | 0.00143518518518526 |
| 54 | 8.55 | 8.54175925925926 | 8.57416666666666 | -0.0324074074074065 | 0.00824074074074232 |
| 55 | 8.63 | 8.62314814814815 | 8.59208333333333 | 0.0310648148148149 | 0.00685185185185233 |
| 56 | 8.65 | 8.63287037037037 | 8.61125 | 0.0216203703703701 | 0.0171296296296308 |
| 57 | 8.44 | 8.58488425925926 | 8.62041666666667 | -0.0355324074074079 | -0.144884259259261 |
| 58 | 8.62 | 8.64002314814815 | 8.62416666666667 | 0.0158564814814814 | -0.0200231481481481 |
| 59 | 8.37 | 8.55287037037037 | 8.62708333333333 | -0.0742129629629631 | -0.18287037037037 |
| 60 | 8.59 | 8.57828703703704 | 8.6325 | -0.0542129629629631 | 0.0117129629629638 |
| 61 | 8.84 | 8.61453703703704 | 8.6425 | -0.0279629629629631 | 0.225462962962965 |
| 62 | 8.72 | 8.70023148148148 | 8.66 | 0.0402314814814815 | 0.0197685185185197 |
| 63 | 8.8 | 8.73488425925926 | 8.68541666666667 | 0.0494675925925928 | 0.0651157407407421 |
| 64 | 8.69 | 8.79168981481481 | 8.71541666666667 | 0.076273148148148 | -0.101689814814815 |
| 65 | 8.68 | 8.73398148148148 | 8.74416666666667 | -0.0101851851851851 | -0.0539814814814825 |
| 66 | 8.57 | 8.73550925925926 | 8.76791666666667 | -0.0324074074074065 | -0.165509259259260 |
| 67 | 8.85 | 8.80398148148148 | 8.77291666666667 | 0.0310648148148149 | 0.0460185185185171 |
| 68 | 8.85 | 8.80453703703703 | 8.78291666666667 | 0.0216203703703701 | 0.045462962962965 |
| 69 | 8.85 | 8.76905092592593 | 8.80458333333333 | -0.0355324074074079 | 0.0809490740740735 |
| 70 | 8.93 | 8.84502314814815 | 8.82916666666666 | 0.0158564814814814 | 0.0849768518518541 |
| 71 | 8.75 | 8.7837037037037 | 8.85791666666667 | -0.0742129629629631 | -0.0337037037037025 |
| 72 | 8.78 | 8.83537037037037 | 8.88958333333333 | -0.0542129629629631 | -0.0553703703703725 |
| 73 | 8.77 | 8.8862037037037 | 8.91416666666667 | -0.0279629629629631 | -0.116203703703704 |
| 74 | 9.03 | 8.96564814814815 | 8.92541666666667 | 0.0402314814814815 | 0.0643518518518515 |
| 75 | 9.01 | 8.98405092592593 | 8.93458333333333 | 0.0494675925925928 | 0.0259490740740738 |
| 76 | 9.07 | 9.01502314814815 | 8.93875 | 0.076273148148148 | 0.054976851851853 |
| 77 | 8.99 | 8.92898148148148 | 8.93916666666667 | -0.0101851851851851 | 0.0610185185185177 |
| 78 | 9.02 | 8.9100925925926 | 8.9425 | -0.0324074074074065 | 0.109907407407407 |
| 79 | 8.99 | NA | NA | 0.0310648148148149 | NA |
| 80 | 8.98 | NA | NA | 0.0216203703703701 | NA |
| 81 | 8.94 | NA | NA | -0.0355324074074079 | NA |
| 82 | 8.94 | NA | NA | 0.0158564814814814 | NA |
| 83 | 8.75 | NA | NA | -0.0742129629629631 | NA |
| 84 | 8.86 | NA | NA | -0.0542129629629631 | NA |
