| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 940 | NA | NA | 0.968776 | NA |
| 2 | 1070 | NA | NA | 0.946529 | NA |
| 3 | 1060 | NA | NA | 0.997374 | NA |
| 4 | 1070 | NA | NA | 1.09369 | NA |
| 5 | 1070 | NA | NA | 0.965359 | NA |
| 6 | 1040 | NA | NA | 0.930924 | NA |
| 7 | 950 | 1017.13 | 1058.33 | 0.961065 | 0.934003 |
| 8 | 1120 | 1137.6 | 1056.25 | 1.07702 | 0.984527 |
| 9 | 1150 | 1104.65 | 1051.67 | 1.05038 | 1.04105 |
| 10 | 1040 | 976.689 | 1051.25 | 0.929074 | 1.06482 |
| 11 | 1040 | 1139.28 | 1052.5 | 1.08246 | 0.912854 |
| 12 | 1120 | 1050.96 | 1053.75 | 0.997351 | 1.06569 |
| 13 | 1000 | 1020.85 | 1053.75 | 0.968776 | 0.979578 |
| 14 | 960 | 998.194 | 1054.58 | 0.946529 | 0.961737 |
| 15 | 1060 | 1052.23 | 1055 | 0.997374 | 1.00739 |
| 16 | 1060 | 1153.39 | 1054.58 | 1.09369 | 0.91903 |
| 17 | 1110 | 1017.65 | 1054.17 | 0.965359 | 1.09075 |
| 18 | 1030 | 977.858 | 1050.42 | 0.930924 | 1.05332 |
| 19 | 960 | 1008.72 | 1049.58 | 0.961065 | 0.951703 |
| 20 | 1130 | 1135.36 | 1054.17 | 1.07702 | 0.995281 |
| 21 | 1150 | 1107.28 | 1054.17 | 1.05038 | 1.03858 |
| 22 | 1030 | 979.398 | 1054.17 | 0.929074 | 1.05167 |
| 23 | 1040 | 1141.54 | 1054.58 | 1.08246 | 0.911051 |
| 24 | 1030 | 1048.88 | 1051.67 | 0.997351 | 0.981999 |
| 25 | 1070 | 1018.83 | 1051.67 | 0.968776 | 1.05023 |
| 26 | 1000 | 996.222 | 1052.5 | 0.946529 | 1.00379 |
| 27 | 1020 | 1049.74 | 1052.5 | 0.997374 | 0.971673 |
| 28 | 1100 | 1152.02 | 1053.33 | 1.09369 | 0.954842 |
| 29 | 1080 | 1019.26 | 1055.83 | 0.965359 | 1.05959 |
| 30 | 990 | 984.84 | 1057.92 | 0.930924 | 1.00524 |
| 31 | 1000 | 1017.13 | 1058.33 | 0.961065 | 0.983161 |
| 32 | 1110 | 1140.29 | 1058.75 | 1.07702 | 0.973433 |
| 33 | 1170 | 1113.4 | 1060 | 1.05038 | 1.05083 |
| 34 | 1030 | 987.141 | 1062.5 | 0.929074 | 1.04342 |
| 35 | 1100 | 1148.76 | 1061.25 | 1.08246 | 0.957558 |
| 36 | 1020 | 1058.85 | 1061.67 | 0.997351 | 0.963305 |
| 37 | 1090 | 1032.15 | 1065.42 | 0.968776 | 1.05605 |
| 38 | 990 | 1010.42 | 1067.5 | 0.946529 | 0.979791 |
| 39 | 1060 | 1064.28 | 1067.08 | 0.997374 | 0.995978 |
| 40 | 1120 | 1163.42 | 1063.75 | 1.09369 | 0.962683 |
| 41 | 1030 | 1026.9 | 1063.75 | 0.965359 | 1.00302 |
| 42 | 1050 | 991.046 | 1064.58 | 0.930924 | 1.05949 |
| 43 | 1030 | 1019.13 | 1060.42 | 0.961065 | 1.01067 |
| 44 | 1130 | 1142.09 | 1060.42 | 1.07702 | 0.989415 |
| 45 | 1140 | 1117.78 | 1064.17 | 1.05038 | 1.01988 |
| 46 | 980 | 991.786 | 1067.5 | 0.929074 | 0.988116 |
| 47 | 1150 | 1155.97 | 1067.92 | 1.08246 | 0.994834 |
| 48 | 990 | 1059.27 | 1062.08 | 0.997351 | 0.934606 |
| 49 | 1020 | 1024.88 | 1057.92 | 0.968776 | 0.995235 |
| 50 | 1060 | 1002.53 | 1059.17 | 0.946529 | 1.05732 |
| 51 | 1080 | 1058.46 | 1061.25 | 0.997374 | 1.02035 |
| 52 | 1180 | 1159.77 | 1060.42 | 1.09369 | 1.01744 |
| 53 | 980 | 1022.88 | 1059.58 | 0.965359 | 0.95808 |
| 54 | 960 | 991.822 | 1065.42 | 0.930924 | 0.967916 |
| 55 | 1020 | 1028.74 | 1070.42 | 0.961065 | 0.991504 |
| 56 | 1170 | 1150.17 | 1067.92 | 1.07702 | 1.01724 |
| 57 | 1150 | 1118.66 | 1065 | 1.05038 | 1.02802 |
| 58 | 950 | 986.754 | 1062.08 | 0.929074 | 0.962753 |
| 59 | 1160 | 1148.3 | 1060.83 | 1.08246 | 1.01018 |
| 60 | 1120 | 1060.52 | 1063.33 | 0.997351 | 1.05609 |
| 61 | 1010 | 1033.76 | 1067.08 | 0.968776 | 0.977012 |
| 62 | 1010 | 1011.21 | 1068.33 | 0.946529 | 0.998805 |
| 63 | 1060 | 1061.79 | 1064.58 | 0.997374 | 0.998317 |
| 64 | 1130 | 1162.5 | 1062.92 | 1.09369 | 0.972039 |
| 65 | 1000 | 1029.31 | 1066.25 | 0.965359 | 0.97152 |
| 66 | 1000 | 990.658 | 1064.17 | 0.930924 | 1.00943 |
| 67 | 1070 | 1017.53 | 1058.75 | 0.961065 | 1.05157 |
| 68 | 1150 | 1139.85 | 1058.33 | 1.07702 | 1.00891 |
| 69 | 1080 | 1112.09 | 1058.75 | 1.05038 | 0.971144 |
| 70 | 980 | 985.592 | 1060.83 | 0.929074 | 0.994326 |
| 71 | 1210 | 1149.66 | 1062.08 | 1.08246 | 1.05249 |
| 72 | 1020 | 1055.95 | 1058.75 | 0.997351 | 0.965959 |
| 73 | 980 | 1023.67 | 1056.67 | 0.968776 | 0.957337 |
| 74 | 1030 | 1000.95 | 1057.5 | 0.946529 | 1.02902 |
| 75 | 1050 | 1054.31 | 1057.08 | 0.997374 | 0.995915 |
| 76 | 1190 | 1153.85 | 1055 | 1.09369 | 1.03133 |
| 77 | 970 | 1021.27 | 1057.92 | 0.965359 | 0.949798 |
| 78 | 950 | 990.658 | 1064.17 | 0.930924 | 0.958958 |
| 79 | 1070 | 1027.14 | 1068.75 | 0.961065 | 1.04173 |
| 80 | 1170 | 1153.31 | 1070.83 | 1.07702 | 1.01447 |
| 81 | 1050 | 1125.66 | 1071.67 | 1.05038 | 0.932788 |
| 82 | 960 | 999.141 | 1075.42 | 0.929074 | 0.960825 |
| 83 | 1300 | 1168.15 | 1079.17 | 1.08246 | 1.11287 |
| 84 | 1080 | 1077.14 | 1080 | 0.997351 | 1.00266 |
| 85 | 1030 | 1046.68 | 1080.42 | 0.968776 | 0.984063 |
| 86 | 1030 | 1023.83 | 1081.67 | 0.946529 | 1.00603 |
| 87 | 1070 | 1079.66 | 1082.5 | 0.997374 | 0.991056 |
| 88 | 1260 | 1183.47 | 1082.08 | 1.09369 | 1.06467 |
| 89 | 990 | 1042.19 | 1079.58 | 0.965359 | 0.949926 |
| 90 | 950 | 1005.4 | 1080 | 0.930924 | 0.9449 |
| 91 | 1080 | 1042.36 | 1084.58 | 0.961065 | 1.03611 |
| 92 | 1190 | 1169.91 | 1086.25 | 1.07702 | 1.01717 |
| 93 | 1050 | 1143.6 | 1088.75 | 1.05038 | 0.918151 |
| 94 | 950 | 1016.56 | 1094.17 | 0.929074 | 0.934523 |
| 95 | 1250 | 1192.05 | 1101.25 | 1.08246 | 1.04861 |
| 96 | 1140 | 1106.64 | 1109.58 | 0.997351 | 1.03014 |
| 97 | 1080 | 1078.97 | 1113.75 | 0.968776 | 1.00095 |
| 98 | 1020 | 1058.14 | 1117.92 | 0.946529 | 0.963955 |
| 99 | 1140 | 1117.89 | 1120.83 | 0.997374 | 1.01978 |
| 100 | 1320 | 1224.02 | 1119.17 | 1.09369 | 1.07841 |
| 101 | 1100 | 1080.8 | 1119.58 | 0.965359 | 1.01776 |
| 102 | 1040 | 1038.76 | 1115.83 | 0.930924 | 1.0012 |
| 103 | 1090 | NA | NA | 0.961065 | NA |
| 104 | 1280 | NA | NA | 1.07702 | NA |
| 105 | 1030 | NA | NA | 1.05038 | NA |
| 106 | 930 | NA | NA | 0.929074 | NA |
| 107 | 1280 | NA | NA | 1.08246 | NA |
| 108 | 1020 | NA | NA | 0.997351 | NA |
