| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 910 | NA | NA | -65.5729 | NA |
| 2 | 910 | NA | NA | -98.6979 | NA |
| 3 | 970 | NA | NA | -92.3958 | NA |
| 4 | 950 | NA | NA | 122.396 | NA |
| 5 | 980 | NA | NA | 17.6042 | NA |
| 6 | 860 | NA | NA | -50.5729 | NA |
| 7 | 920 | 883.281 | 930.417 | -47.1354 | 36.7188 |
| 8 | 950 | 917.969 | 924.167 | -6.19792 | 32.0313 |
| 9 | 900 | 869.635 | 915.833 | -46.1979 | 30.3646 |
| 10 | 950 | 917.5 | 912.083 | 5.41667 | 32.5 |
| 11 | 950 | 932.5 | 912.083 | 20.4167 | 17.5 |
| 12 | 940 | 1152.6 | 911.667 | 240.937 | -212.604 |
| 13 | 860 | 843.177 | 908.75 | -65.5729 | 16.8229 |
| 14 | 810 | 805.469 | 904.167 | -98.6979 | 4.53125 |
| 15 | 870 | 813.021 | 905.417 | -92.3958 | 56.9792 |
| 16 | 960 | 1031.98 | 909.583 | 122.396 | -71.9792 |
| 17 | 970 | 929.271 | 911.667 | 17.6042 | 40.7292 |
| 18 | 860 | 864.427 | 915 | -50.5729 | -4.42708 |
| 19 | 850 | 872.448 | 919.583 | -47.1354 | -22.4479 |
| 20 | 910 | 912.552 | 918.75 | -6.19792 | -2.55208 |
| 21 | 970 | 867.135 | 913.333 | -46.1979 | 102.865 |
| 22 | 980 | 920 | 914.583 | 5.41667 | 60 |
| 23 | 970 | 936.667 | 916.25 | 20.4167 | 33.3333 |
| 24 | 1000 | 1153.85 | 912.917 | 240.937 | -153.854 |
| 25 | 910 | 847.344 | 912.917 | -65.5729 | 62.6562 |
| 26 | 740 | 815.469 | 914.167 | -98.6979 | -75.4688 |
| 27 | 810 | 818.021 | 910.417 | -92.3958 | -8.02083 |
| 28 | 1050 | 1028.23 | 905.833 | 122.396 | 21.7708 |
| 29 | 920 | 919.688 | 902.083 | 17.6042 | 0.3125 |
| 30 | 830 | 853.177 | 903.75 | -50.5729 | -23.1771 |
| 31 | 880 | 859.531 | 906.667 | -47.1354 | 20.4688 |
| 32 | 910 | 897.969 | 904.167 | -6.19792 | 12.0313 |
| 33 | 880 | 855.885 | 902.083 | -46.1979 | 24.1146 |
| 34 | 960 | 902.917 | 897.5 | 5.41667 | 57.0833 |
| 35 | 900 | 918.75 | 898.333 | 20.4167 | -18.75 |
| 36 | 1110 | 1143.44 | 902.5 | 240.937 | -33.4375 |
| 37 | 870 | 834.427 | 900 | -65.5729 | 35.5729 |
| 38 | 720 | 799.219 | 897.917 | -98.6979 | -79.2188 |
| 39 | 780 | 804.271 | 896.667 | -92.3958 | -24.2708 |
| 40 | 970 | 1015.73 | 893.333 | 122.396 | -45.7292 |
| 41 | 1020 | 910.104 | 892.5 | 17.6042 | 109.896 |
| 42 | 830 | 844.427 | 895 | -50.5729 | -14.4271 |
| 43 | 820 | 847.448 | 894.583 | -47.1354 | -27.4479 |
| 44 | 920 | 887.969 | 894.167 | -6.19792 | 32.0312 |
| 45 | 840 | 848.802 | 895 | -46.1979 | -8.80208 |
| 46 | 920 | 899.167 | 893.75 | 5.41667 | 20.8333 |
| 47 | 920 | 913.333 | 892.917 | 20.4167 | 6.66667 |
| 48 | 1150 | 1131.77 | 890.833 | 240.937 | 18.2292 |
| 49 | 820 | 823.594 | 889.167 | -65.5729 | -3.59375 |
| 50 | 760 | 788.802 | 887.5 | -98.6979 | -28.8021 |
| 51 | 760 | 792.604 | 885 | -92.3958 | -32.6042 |
| 52 | 960 | 1004.48 | 882.083 | 122.396 | -44.4792 |
| 53 | 1010 | 895.521 | 877.917 | 17.6042 | 114.479 |
| 54 | 790 | 828.594 | 879.167 | -50.5729 | -38.5938 |
| 55 | 820 | 832.865 | 880 | -47.1354 | -12.8646 |
| 56 | 880 | 873.385 | 879.583 | -6.19792 | 6.61458 |
| 57 | 820 | 839.219 | 885.417 | -46.1979 | -19.2188 |
| 58 | 870 | 895.833 | 890.417 | 5.41667 | -25.8333 |
| 59 | 870 | 909.167 | 888.75 | 20.4167 | -39.1667 |
| 60 | 1230 | 1129.27 | 888.333 | 240.937 | 100.729 |
| 61 | 760 | 826.927 | 892.5 | -65.5729 | -66.9271 |
| 62 | 810 | 794.635 | 893.333 | -98.6979 | 15.3646 |
| 63 | 850 | 798.438 | 890.833 | -92.3958 | 51.5625 |
| 64 | 990 | 1011.98 | 889.583 | 122.396 | -21.9792 |
| 65 | 940 | 906.771 | 889.167 | 17.6042 | 33.2292 |
| 66 | 850 | 837.344 | 887.917 | -50.5729 | 12.6562 |
| 67 | 860 | 844.115 | 891.25 | -47.1354 | 15.8854 |
| 68 | 860 | 888.385 | 894.583 | -6.19792 | -28.3854 |
| 69 | 780 | 847.552 | 893.75 | -46.1979 | -67.5521 |
| 70 | 880 | 902.917 | 897.5 | 5.41667 | -22.9167 |
| 71 | 850 | 916.667 | 896.25 | 20.4167 | -66.6667 |
| 72 | 1220 | 1132.6 | 891.667 | 240.937 | 87.3958 |
| 73 | 850 | 824.844 | 890.417 | -65.5729 | 25.1562 |
| 74 | 800 | 789.635 | 888.333 | -98.6979 | 10.3646 |
| 75 | 840 | 796.771 | 889.167 | -92.3958 | 43.2292 |
| 76 | 1090 | 1011.98 | 889.583 | 122.396 | 78.0208 |
| 77 | 810 | 907.187 | 889.583 | 17.6042 | -97.1875 |
| 78 | 870 | 839.427 | 890 | -50.5729 | 30.5729 |
| 79 | 810 | 841.615 | 888.75 | -47.1354 | -31.6146 |
| 80 | 860 | 883.802 | 890 | -6.19792 | -23.8021 |
| 81 | 800 | 842.552 | 888.75 | -46.1979 | -42.5521 |
| 82 | 870 | 887.5 | 882.083 | 5.41667 | -17.5 |
| 83 | 860 | 898.333 | 877.917 | 20.4167 | -38.3333 |
| 84 | 1220 | 1115.94 | 875 | 240.937 | 104.063 |
| 85 | 820 | 809.844 | 875.417 | -65.5729 | 10.1563 |
| 86 | 860 | 778.385 | 877.083 | -98.6979 | 81.6146 |
| 87 | 750 | 785.104 | 877.5 | -92.3958 | -35.1042 |
| 88 | 1020 | 997.396 | 875 | 122.396 | 22.6042 |
| 89 | 780 | 895.938 | 878.333 | 17.6042 | -115.938 |
| 90 | 830 | 834.844 | 885.417 | -50.5729 | -4.84375 |
| 91 | 860 | 836.198 | 883.333 | -47.1354 | 23.8021 |
| 92 | 850 | 875.469 | 881.667 | -6.19792 | -25.4687 |
| 93 | 820 | 836.719 | 882.917 | -46.1979 | -16.7187 |
| 94 | 790 | 891.667 | 886.25 | 5.41667 | -101.667 |
| 95 | 1020 | 912.083 | 891.667 | 20.4167 | 107.917 |
| 96 | 1230 | 1138.02 | 897.083 | 240.937 | 91.9792 |
| 97 | 760 | 837.344 | 902.917 | -65.5729 | -77.3438 |
| 98 | 880 | 805.885 | 904.583 | -98.6979 | 74.1146 |
| 99 | 760 | 809.271 | 901.667 | -92.3958 | -49.2708 |
| 100 | 1090 | 1025.73 | 903.333 | 122.396 | 64.2708 |
| 101 | 840 | 923.021 | 905.417 | 17.6042 | -83.0208 |
| 102 | 900 | 855.26 | 905.833 | -50.5729 | 44.7396 |
| 103 | 930 | NA | NA | -47.1354 | NA |
| 104 | 820 | NA | NA | -6.19792 | NA |
| 105 | 780 | NA | NA | -46.1979 | NA |
| 106 | 870 | NA | NA | 5.41667 | NA |
| 107 | 990 | NA | NA | 20.4167 | NA |
| 108 | 1270 | NA | NA | 240.937 | NA |
