| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 660 | NA | NA | -23.7999 | NA |
| 2 | 770 | NA | NA | -107.789 | NA |
| 3 | 792 | NA | NA | -136.836 | NA |
| 4 | 693 | NA | NA | -41.0447 | NA |
| 5 | 726 | NA | NA | -87.1072 | NA |
| 6 | 814 | NA | NA | 35.2678 | NA |
| 7 | 770 | 687.591 | 753.958 | -66.3676 | 82.4093 |
| 8 | 737 | 753.476 | 749.833 | 3.6428 | -16.4761 |
| 9 | 792 | 981.039 | 747.083 | 233.955 | -189.039 |
| 10 | 693 | 753.132 | 747.083 | 6.04905 | -60.1324 |
| 11 | 770 | 716.752 | 748.917 | -32.1645 | 53.2478 |
| 12 | 847 | 965.112 | 748.917 | 216.195 | -118.112 |
| 13 | 627 | 721.908 | 745.708 | -23.7999 | -94.9084 |
| 14 | 704 | 640.669 | 748.458 | -107.789 | 63.3312 |
| 15 | 792 | 622.622 | 759.458 | -136.836 | 169.378 |
| 16 | 693 | 727.122 | 768.167 | -41.0447 | -34.122 |
| 17 | 770 | 687.934 | 775.042 | -87.1072 | 82.0655 |
| 18 | 770 | 817.184 | 781.917 | 35.2678 | -47.1845 |
| 19 | 737 | 719.216 | 785.583 | -66.3676 | 17.7843 |
| 20 | 836 | 789.226 | 785.583 | 3.6428 | 46.7739 |
| 21 | 957 | 1018.16 | 784.208 | 233.955 | -61.1636 |
| 22 | 737 | 790.716 | 784.667 | 6.04905 | -53.7157 |
| 23 | 891 | 754.794 | 786.958 | -32.1645 | 136.206 |
| 24 | 891 | 1008.65 | 792.458 | 216.195 | -117.653 |
| 25 | 671 | 771.408 | 795.208 | -23.7999 | -100.408 |
| 26 | 660 | 688.336 | 796.125 | -107.789 | -28.3355 |
| 27 | 803 | 661.58 | 798.417 | -136.836 | 141.42 |
| 28 | 693 | 758.747 | 799.792 | -41.0447 | -65.747 |
| 29 | 825 | 712.684 | 799.792 | -87.1072 | 112.316 |
| 30 | 847 | 836.893 | 801.625 | 35.2678 | 10.1072 |
| 31 | 726 | 740.299 | 806.667 | -66.3676 | -14.299 |
| 32 | 869 | 813.518 | 809.875 | 3.6428 | 55.4822 |
| 33 | 979 | 1042.46 | 808.5 | 233.955 | -63.4553 |
| 34 | 748 | 815.007 | 808.958 | 6.04905 | -67.0074 |
| 35 | 880 | 778.627 | 810.792 | -32.1645 | 101.373 |
| 36 | 946 | 1026.07 | 809.875 | 216.195 | -80.0699 |
| 37 | 737 | 786.075 | 809.875 | -23.7999 | -49.0751 |
| 38 | 671 | 700.711 | 808.5 | -107.789 | -29.7105 |
| 39 | 759 | 669.83 | 806.667 | -136.836 | 89.1697 |
| 40 | 748 | 767.914 | 808.958 | -41.0447 | -19.9136 |
| 41 | 814 | 721.851 | 808.958 | -87.1072 | 92.1489 |
| 42 | 836 | 845.601 | 810.333 | 35.2678 | -9.60113 |
| 43 | 737 | 750.841 | 817.208 | -66.3676 | -13.8407 |
| 44 | 825 | 825.434 | 821.792 | 3.6428 | -0.434462 |
| 45 | 979 | 1054.83 | 820.875 | 233.955 | -75.8303 |
| 46 | 803 | 827.841 | 821.792 | 6.04905 | -24.8407 |
| 47 | 825 | 794.211 | 826.375 | -32.1645 | 30.7895 |
| 48 | 1034 | 1044.86 | 828.667 | 216.195 | -10.8615 |
| 49 | 814 | 804.408 | 828.208 | -23.7999 | 9.59158 |
| 50 | 704 | 718.127 | 825.917 | -107.789 | -14.1272 |
| 51 | 704 | 691.83 | 828.667 | -136.836 | 12.1697 |
| 52 | 825 | 793.58 | 834.625 | -41.0447 | 31.4197 |
| 53 | 847 | 748.434 | 835.542 | -87.1072 | 98.5655 |
| 54 | 858 | 874.476 | 839.208 | 35.2678 | -16.4761 |
| 55 | 704 | 780.174 | 846.542 | -66.3676 | -76.174 |
| 56 | 803 | 851.101 | 847.458 | 3.6428 | -48.1011 |
| 57 | 1067 | 1075 | 841.042 | 233.955 | -7.99696 |
| 58 | 858 | 842.049 | 836 | 6.04905 | 15.951 |
| 59 | 792 | 802.002 | 834.167 | -32.1645 | -10.0022 |
| 60 | 1155 | 1052.65 | 836.458 | 216.195 | 102.347 |
| 61 | 869 | 818.158 | 841.958 | -23.7999 | 50.8416 |
| 62 | 671 | 736.461 | 844.25 | -107.789 | -65.4605 |
| 63 | 583 | 713.83 | 850.667 | -136.836 | -130.83 |
| 64 | 825 | 817.414 | 858.458 | -41.0447 | 7.58637 |
| 65 | 803 | 774.559 | 861.667 | -87.1072 | 28.4405 |
| 66 | 957 | 896.018 | 860.75 | 35.2678 | 60.9822 |
| 67 | 737 | 792.091 | 858.458 | -66.3676 | -55.0907 |
| 68 | 825 | 863.018 | 859.375 | 3.6428 | -38.0178 |
| 69 | 1199 | 1097.46 | 863.5 | 233.955 | 101.545 |
| 70 | 913 | 873.216 | 867.167 | 6.04905 | 39.7843 |
| 71 | 814 | 832.252 | 864.417 | -32.1645 | -18.2522 |
| 72 | 1111 | 1077.4 | 861.208 | 216.195 | 33.5968 |
| 73 | 858 | 839.242 | 863.042 | -23.7999 | 18.7582 |
| 74 | 704 | 758.461 | 866.25 | -107.789 | -54.4605 |
| 75 | 649 | 733.539 | 870.375 | -136.836 | -84.5386 |
| 76 | 847 | 832.997 | 874.042 | -41.0447 | 14.003 |
| 77 | 715 | 783.268 | 870.375 | -87.1072 | -68.2678 |
| 78 | 968 | 902.893 | 867.625 | 35.2678 | 65.1072 |
| 79 | 770 | 806.299 | 872.667 | -66.3676 | -36.299 |
| 80 | 869 | 882.726 | 879.083 | 3.6428 | -13.7261 |
| 81 | 1254 | 1115.79 | 881.833 | 233.955 | 138.211 |
| 82 | 946 | 887.882 | 881.833 | 6.04905 | 58.1176 |
| 83 | 693 | 846.919 | 879.083 | -32.1645 | -153.919 |
| 84 | 1166 | 1087.94 | 871.75 | 216.195 | 78.0551 |
| 85 | 924 | 848.408 | 872.208 | -23.7999 | 75.5916 |
| 86 | 792 | 768.086 | 875.875 | -107.789 | 23.9145 |
| 87 | 627 | 737.664 | 874.5 | -136.836 | -110.664 |
| 88 | 869 | 832.08 | 873.125 | -41.0447 | 36.9197 |
| 89 | 627 | 784.184 | 871.292 | -87.1072 | -157.184 |
| 90 | 880 | 904.726 | 869.458 | 35.2678 | -24.7261 |
| 91 | 869 | 801.257 | 867.625 | -66.3676 | 67.7426 |
| 92 | 858 | 871.268 | 867.625 | 3.6428 | -13.2678 |
| 93 | 1232 | 1102.04 | 868.083 | 233.955 | 129.961 |
| 94 | 935 | 870.924 | 864.875 | 6.04905 | 64.076 |
| 95 | 660 | 827.211 | 859.375 | -32.1645 | -167.211 |
| 96 | 1155 | 1070.07 | 853.875 | 216.195 | 84.9301 |
| 97 | 891 | 829.158 | 852.958 | -23.7999 | 61.8416 |
| 98 | 825 | 747.919 | 855.708 | -107.789 | 77.0812 |
| 99 | 605 | 718.872 | 855.708 | -136.836 | -113.872 |
| 100 | 814 | 811.914 | 852.958 | -41.0447 | 2.08637 |
| 101 | 550 | 765.851 | 852.958 | -87.1072 | -215.851 |
| 102 | 825 | 890.976 | 855.708 | 35.2678 | -65.9761 |
| 103 | 902 | NA | NA | -66.3676 | NA |
| 104 | 891 | NA | NA | 3.6428 | NA |
| 105 | 1199 | NA | NA | 233.955 | NA |
| 106 | 902 | NA | NA | 6.04905 | NA |
| 107 | 693 | NA | NA | -32.1645 | NA |
| 108 | 1188 | NA | NA | 216.195 | NA |
