| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 85.3 | NA | NA | -0.114350694444451 | NA |
| 2 | 85.65 | NA | NA | -0.119892361111116 | NA |
| 3 | 85.15 | NA | NA | -0.0151006944444488 | NA |
| 4 | 84.94 | NA | NA | 0.138857638888897 | NA |
| 5 | 85.15 | NA | NA | 0.134795138888897 | NA |
| 6 | 85.15 | NA | NA | 0.15146180555556 | NA |
| 7 | 85.15 | 85.3957326388889 | 85.3216666666666 | 0.0740659722222292 | -0.245732638888867 |
| 8 | 85.14 | 85.2126493055555 | 85.3254166666667 | -0.11276736111111 | -0.0726493055555437 |
| 9 | 85.37 | 85.2867326388889 | 85.3454166666667 | -0.058684027777778 | 0.0832673611111119 |
| 10 | 85.61 | 85.4536493055555 | 85.4225 | 0.0311493055555532 | 0.156350694444455 |
| 11 | 85.59 | 85.5020659722222 | 85.5245833333333 | -0.0225173611111158 | 0.0879340277777914 |
| 12 | 85.54 | 85.5446493055555 | 85.6316666666666 | -0.0870173611111168 | -0.00464930555551746 |
| 13 | 85.54 | 85.6289826388889 | 85.7433333333333 | -0.114350694444451 | -0.088982638888865 |
| 14 | 85.5 | 85.7151076388889 | 85.835 | -0.119892361111116 | -0.215107638888881 |
| 15 | 85.78 | 85.8778159722222 | 85.8929166666667 | -0.0151006944444488 | -0.0978159722222216 |
| 16 | 86.16 | 86.0559409722222 | 85.9170833333333 | 0.138857638888897 | 0.104059027777794 |
| 17 | 86.38 | 86.0560451388889 | 85.92125 | 0.134795138888897 | 0.323954861111119 |
| 18 | 86.49 | 86.0772951388889 | 85.9258333333333 | 0.15146180555556 | 0.412704861111123 |
| 19 | 86.49 | 86.0048993055555 | 85.9308333333333 | 0.0740659722222292 | 0.485100694444455 |
| 20 | 86 | 85.8234826388889 | 85.93625 | -0.11276736111111 | 0.176517361111138 |
| 21 | 85.9 | 85.8817326388889 | 85.9404166666666 | -0.058684027777778 | 0.0182673611111284 |
| 22 | 85.66 | 85.9782326388889 | 85.9470833333333 | 0.0311493055555532 | -0.318232638888887 |
| 23 | 85.64 | 85.9295659722222 | 85.9520833333333 | -0.0225173611111158 | -0.289565972222206 |
| 24 | 85.6 | 85.8613159722222 | 85.9483333333333 | -0.0870173611111168 | -0.261315972222221 |
| 25 | 85.6 | 85.8273159722222 | 85.9416666666667 | -0.114350694444451 | -0.227315972222229 |
| 26 | 85.57 | 85.8342743055556 | 85.9541666666667 | -0.119892361111116 | -0.26427430555556 |
| 27 | 85.81 | 85.9848993055556 | 86 | -0.0151006944444488 | -0.174899305555556 |
| 28 | 86.29 | 86.2280243055555 | 86.0891666666666 | 0.138857638888897 | 0.0619756944444703 |
| 29 | 86.37 | 86.3477118055555 | 86.2129166666666 | 0.134795138888897 | 0.0222881944444566 |
| 30 | 86.41 | 86.4960451388889 | 86.3445833333333 | 0.15146180555556 | -0.0860451388888777 |
| 31 | 86.41 | 86.5528159722222 | 86.47875 | 0.0740659722222292 | -0.142815972222223 |
| 32 | 86.38 | 86.5026493055556 | 86.6154166666667 | -0.11276736111111 | -0.122649305555555 |
| 33 | 86.62 | 86.6825659722222 | 86.74125 | -0.058684027777778 | -0.0625659722222167 |
| 34 | 87.08 | 86.8603159722222 | 86.8291666666667 | 0.0311493055555532 | 0.219684027777774 |
| 35 | 87.19 | 86.8662326388889 | 86.88875 | -0.0225173611111158 | 0.323767361111109 |
| 36 | 87.21 | 86.8533993055555 | 86.9404166666666 | -0.0870173611111168 | 0.356600694444467 |
| 37 | 87.21 | 86.8735659722222 | 86.9879166666666 | -0.114350694444451 | 0.336434027777798 |
| 38 | 87.24 | 86.9151076388889 | 87.035 | -0.119892361111116 | 0.324892361111125 |
| 39 | 87.16 | 87.0573993055555 | 87.0725 | -0.0151006944444488 | 0.102600694444448 |
| 40 | 87.05 | 87.2213576388889 | 87.0825 | 0.138857638888897 | -0.171357638888878 |
| 41 | 87.04 | 87.1993784722222 | 87.0645833333333 | 0.134795138888897 | -0.159378472222215 |
| 42 | 86.98 | 87.1860451388889 | 87.0345833333333 | 0.15146180555556 | -0.206045138888882 |
| 43 | 86.98 | 87.0761493055556 | 87.0020833333333 | 0.0740659722222292 | -0.0961493055555565 |
| 44 | 86.94 | 86.8563993055556 | 86.9691666666667 | -0.11276736111111 | 0.0836006944444421 |
| 45 | 86.96 | 86.8833993055555 | 86.9420833333333 | -0.058684027777778 | 0.0766006944444513 |
| 46 | 86.98 | 86.9544826388889 | 86.9233333333333 | 0.0311493055555532 | 0.0255173611111275 |
| 47 | 86.86 | 86.8745659722222 | 86.8970833333333 | -0.0225173611111158 | -0.0145659722222149 |
| 48 | 86.82 | 86.7783993055556 | 86.8654166666667 | -0.0870173611111168 | 0.0416006944444405 |
| 49 | 86.82 | 86.7235659722222 | 86.8379166666667 | -0.114350694444451 | 0.0964340277777751 |
| 50 | 86.84 | 86.6801076388889 | 86.8 | -0.119892361111116 | 0.159892361111119 |
| 51 | 86.91 | 86.7344826388889 | 86.7495833333333 | -0.0151006944444488 | 0.175517361111119 |
| 52 | 86.85 | 86.8392743055555 | 86.7004166666667 | 0.138857638888897 | 0.0107256944444458 |
| 53 | 86.61 | 86.7914618055556 | 86.6566666666667 | 0.134795138888897 | -0.181461805555571 |
| 54 | 86.65 | 86.7652118055555 | 86.61375 | 0.15146180555556 | -0.115211805555532 |
| 55 | 86.65 | 86.6436493055555 | 86.5695833333333 | 0.0740659722222292 | 0.00635069444446401 |
| 56 | 86.36 | 86.4180659722222 | 86.5308333333333 | -0.11276736111111 | -0.0580659722222094 |
| 57 | 86.33 | 86.4388159722222 | 86.4975 | -0.058684027777778 | -0.108815972222231 |
| 58 | 86.43 | 86.5065659722222 | 86.4754166666667 | 0.0311493055555532 | -0.0765659722222267 |
| 59 | 86.36 | 86.4608159722222 | 86.4833333333333 | -0.0225173611111158 | -0.100815972222222 |
| 60 | 86.29 | 86.4154826388889 | 86.5025 | -0.0870173611111168 | -0.125482638888869 |
| 61 | 86.29 | 86.3998159722222 | 86.5141666666667 | -0.114350694444451 | -0.109815972222194 |
| 62 | 86.44 | NA | NA | -0.119892361111116 | NA |
| 63 | 86.51 | NA | NA | -0.0151006944444488 | NA |
| 64 | 86.72 | NA | NA | 0.138857638888897 | NA |
| 65 | 86.93 | NA | NA | 0.134795138888897 | NA |
| 66 | 86.79 | NA | NA | 0.15146180555556 | NA |
| 67 | 86.79 | NA | NA | 0.0740659722222292 | NA |
