| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 85.3 | NA | NA | -0.120381944444451 | NA |
| 2 | 85.65 | NA | NA | -0.121881944444449 | NA |
| 3 | 85.15 | NA | NA | -0.0283819444444489 | NA |
| 4 | 84.94 | NA | NA | 0.137534722222229 | NA |
| 5 | 85.15 | NA | NA | 0.179118055555564 | NA |
| 6 | 85.15 | NA | NA | 0.165951388888892 | NA |
| 7 | 85.15 | 85.3897013888889 | 85.3216666666666 | 0.0680347222222295 | -0.239701388888861 |
| 8 | 85.14 | 85.2066180555555 | 85.3254166666667 | -0.11879861111111 | -0.0666180555555513 |
| 9 | 85.37 | 85.2807013888889 | 85.3454166666667 | -0.0647152777777777 | 0.0892986111111185 |
| 10 | 85.61 | 85.4476180555555 | 85.4225 | 0.0251180555555536 | 0.162381944444462 |
| 11 | 85.59 | 85.4960347222222 | 85.5245833333333 | -0.0285486111111155 | 0.093965277777798 |
| 12 | 85.54 | 85.5386180555555 | 85.6316666666666 | -0.0930486111111165 | 0.00138194444447493 |
| 13 | 85.54 | 85.6229513888889 | 85.7433333333333 | -0.120381944444451 | -0.0829513888888727 |
| 14 | 85.5 | 85.7131180555555 | 85.835 | -0.121881944444449 | -0.21311805555554 |
| 15 | 85.78 | 85.8645347222222 | 85.8929166666667 | -0.0283819444444489 | -0.0845347222222159 |
| 16 | 86.16 | 86.0546180555555 | 85.9170833333333 | 0.137534722222229 | 0.10538194444446 |
| 17 | 86.38 | 86.1003680555555 | 85.92125 | 0.179118055555564 | 0.279631944444461 |
| 18 | 86.49 | 86.0917847222222 | 85.9258333333333 | 0.165951388888892 | 0.39821527777778 |
| 19 | 86.49 | 85.9988680555555 | 85.9308333333333 | 0.0680347222222295 | 0.491131944444447 |
| 20 | 86 | 85.8174513888889 | 85.93625 | -0.11879861111111 | 0.182548611111145 |
| 21 | 85.9 | 85.8757013888889 | 85.9404166666666 | -0.0647152777777777 | 0.024298611111135 |
| 22 | 85.66 | 85.9722013888889 | 85.9470833333333 | 0.0251180555555536 | -0.31220138888888 |
| 23 | 85.64 | 85.9235347222222 | 85.9520833333333 | -0.0285486111111155 | -0.2835347222222 |
| 24 | 85.6 | 85.8552847222222 | 85.9483333333333 | -0.0930486111111165 | -0.255284722222228 |
| 25 | 85.6 | 85.8212847222222 | 85.9416666666667 | -0.120381944444451 | -0.221284722222236 |
| 26 | 85.57 | 85.8322847222222 | 85.9541666666667 | -0.121881944444449 | -0.262284722222219 |
| 27 | 85.81 | 85.9716180555556 | 86 | -0.0283819444444489 | -0.16161805555555 |
| 28 | 86.29 | 86.2267013888889 | 86.0891666666666 | 0.137534722222229 | 0.0632986111111364 |
| 29 | 86.37 | 86.3920347222222 | 86.2129166666666 | 0.179118055555564 | -0.0220347222222017 |
| 30 | 86.41 | 86.5105347222222 | 86.3445833333333 | 0.165951388888892 | -0.100534722222207 |
| 31 | 86.41 | 86.5467847222222 | 86.47875 | 0.0680347222222295 | -0.136784722222217 |
| 32 | 86.38 | 86.4966180555556 | 86.6154166666667 | -0.11879861111111 | -0.116618055555548 |
| 33 | 86.62 | 86.6765347222222 | 86.74125 | -0.0647152777777777 | -0.0565347222222101 |
| 34 | 87.08 | 86.8542847222222 | 86.8291666666667 | 0.0251180555555536 | 0.22571527777778 |
| 35 | 87.19 | 86.8602013888889 | 86.88875 | -0.0285486111111155 | 0.329798611111116 |
| 36 | 87.21 | 86.8473680555555 | 86.9404166666666 | -0.0930486111111165 | 0.362631944444459 |
| 37 | 87.21 | 86.8675347222222 | 86.9879166666666 | -0.120381944444451 | 0.342465277777791 |
| 38 | 87.24 | 86.9131180555555 | 87.035 | -0.121881944444449 | 0.326881944444466 |
| 39 | 87.16 | 87.0441180555555 | 87.0725 | -0.0283819444444489 | 0.115881944444453 |
| 40 | 87.05 | 87.2200347222222 | 87.0825 | 0.137534722222229 | -0.170034722222212 |
| 41 | 87.04 | 87.2437013888889 | 87.0645833333333 | 0.179118055555564 | -0.203701388888874 |
| 42 | 86.98 | 87.2005347222222 | 87.0345833333333 | 0.165951388888892 | -0.220534722222226 |
| 43 | 86.98 | 87.0701180555556 | 87.0020833333333 | 0.0680347222222295 | -0.0901180555555641 |
| 44 | 86.94 | 86.8503680555555 | 86.9691666666667 | -0.11879861111111 | 0.0896319444444487 |
| 45 | 86.96 | 86.8773680555555 | 86.9420833333333 | -0.0647152777777777 | 0.0826319444444579 |
| 46 | 86.98 | 86.9484513888889 | 86.9233333333333 | 0.0251180555555536 | 0.0315486111111341 |
| 47 | 86.86 | 86.8685347222222 | 86.8970833333333 | -0.0285486111111155 | -0.0085347222222083 |
| 48 | 86.82 | 86.7723680555556 | 86.8654166666667 | -0.0930486111111165 | 0.0476319444444329 |
| 49 | 86.82 | 86.7175347222222 | 86.8379166666667 | -0.120381944444451 | 0.102465277777767 |
| 50 | 86.84 | 86.6781180555555 | 86.8 | -0.121881944444449 | 0.16188194444446 |
| 51 | 86.91 | 86.7212013888889 | 86.7495833333333 | -0.0283819444444489 | 0.188798611111125 |
| 52 | 86.85 | 86.8379513888889 | 86.7004166666667 | 0.137534722222229 | 0.012048611111112 |
| 53 | 86.61 | 86.8357847222222 | 86.6566666666667 | 0.179118055555564 | -0.22578472222223 |
| 54 | 86.65 | 86.7797013888889 | 86.61375 | 0.165951388888892 | -0.129701388888861 |
| 55 | 86.65 | 86.6376180555555 | 86.5695833333333 | 0.0680347222222295 | 0.0123819444444706 |
| 56 | 86.36 | 86.4120347222222 | 86.5308333333333 | -0.11879861111111 | -0.0520347222222171 |
| 57 | 86.33 | 86.4327847222222 | 86.4975 | -0.0647152777777777 | -0.102784722222225 |
| 58 | 86.43 | 86.5005347222222 | 86.4754166666667 | 0.0251180555555536 | -0.0705347222222201 |
| 59 | 86.36 | 86.4547847222222 | 86.4833333333333 | -0.0285486111111155 | -0.0947847222222151 |
| 60 | 86.29 | 86.4094513888889 | 86.5025 | -0.0930486111111165 | -0.119451388888876 |
| 61 | 86.29 | 86.3937847222222 | 86.5141666666667 | -0.120381944444451 | -0.103784722222201 |
| 62 | 86.44 | 86.4164513888889 | 86.5383333333333 | -0.121881944444449 | 0.0235486111111243 |
| 63 | 86.51 | 86.5316180555556 | 86.56 | -0.0283819444444489 | -0.0216180555555496 |
| 64 | 86.72 | 86.6937847222222 | 86.55625 | 0.137534722222229 | 0.02621527777778 |
| 65 | 86.93 | 86.7212013888889 | 86.5420833333333 | 0.179118055555564 | 0.208798611111121 |
| 66 | 86.79 | 86.7005347222222 | 86.5345833333333 | 0.165951388888892 | 0.0894652777777765 |
| 67 | 86.79 | NA | NA | 0.0680347222222295 | NA |
| 68 | 86.8 | NA | NA | -0.11879861111111 | NA |
| 69 | 86.41 | NA | NA | -0.0647152777777777 | NA |
| 70 | 86.26 | NA | NA | 0.0251180555555536 | NA |
| 71 | 86.19 | NA | NA | -0.0285486111111155 | NA |
| 72 | 86.28 | NA | NA | -0.0930486111111165 | NA |
