Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1145 | NA | NA | 1.09949 | NA |
2 | 1057 | NA | NA | 0.990646 | NA |
3 | 1218 | NA | NA | 1.08419 | NA |
4 | 1146 | NA | NA | 0.983894 | NA |
5 | 1150 | NA | NA | 0.953189 | NA |
6 | 983 | NA | NA | 0.810458 | NA |
7 | 1013 | 1021.98 | 1066.67 | 0.958104 | 0.991216 |
8 | 960 | 1002.21 | 1063.46 | 0.942407 | 0.957883 |
9 | 925 | 1028.36 | 1055.46 | 0.974328 | 0.899488 |
10 | 1087 | 1111.32 | 1044.29 | 1.06419 | 0.978115 |
11 | 1063 | 1097.11 | 1031.54 | 1.06357 | 0.968907 |
12 | 1049 | 1095.66 | 1018.71 | 1.07554 | 0.957411 |
13 | 1153 | 1110.9 | 1010.38 | 1.09949 | 1.0379 |
14 | 972 | 1000.3 | 1009.75 | 0.990646 | 0.971704 |
15 | 1111 | 1097.34 | 1012.12 | 1.08419 | 1.01245 |
16 | 985 | 987.215 | 1003.38 | 0.983894 | 0.997757 |
17 | 1005 | 944.491 | 990.875 | 0.953189 | 1.06406 |
18 | 820 | 802.455 | 990.125 | 0.810458 | 1.02186 |
19 | 976 | 952.275 | 993.917 | 0.958104 | 1.02491 |
20 | 982 | 938.244 | 995.583 | 0.942407 | 1.04664 |
21 | 960 | 966.574 | 992.042 | 0.974328 | 0.993199 |
22 | 842 | 1044.37 | 981.375 | 1.06419 | 0.806231 |
23 | 1008 | 1030.29 | 968.708 | 1.06357 | 0.97837 |
24 | 1086 | 1040.41 | 967.333 | 1.07554 | 1.04382 |
25 | 1207 | 1063.66 | 967.417 | 1.09949 | 1.13476 |
26 | 958 | 951.845 | 960.833 | 0.990646 | 1.00647 |
27 | 1040 | 1041.32 | 960.458 | 1.08419 | 0.998733 |
28 | 800 | 958.559 | 974.25 | 0.983894 | 0.834586 |
29 | 886 | 942.744 | 989.042 | 0.953189 | 0.93981 |
30 | 906 | 804.177 | 992.25 | 0.810458 | 1.12662 |
31 | 892 | 941.177 | 982.333 | 0.958104 | 0.947749 |
32 | 908 | 915.391 | 971.333 | 0.942407 | 0.991926 |
33 | 1025 | 945.869 | 970.792 | 0.974328 | 1.08366 |
34 | 1108 | 1042.81 | 979.917 | 1.06419 | 1.06251 |
35 | 1097 | 1056.79 | 993.625 | 1.06357 | 1.03805 |
36 | 1074 | 1072.85 | 997.5 | 1.07554 | 1.00107 |
37 | 981 | 1093.53 | 994.583 | 1.09949 | 0.897092 |
38 | 920 | 981.193 | 990.458 | 0.990646 | 0.937634 |
39 | 1065 | 1065.89 | 983.125 | 1.08419 | 0.999161 |
40 | 994 | 962.043 | 977.792 | 0.983894 | 1.03322 |
41 | 1021 | 929.161 | 974.792 | 0.953189 | 1.09884 |
42 | 864 | 789.657 | 974.333 | 0.810458 | 1.09415 |
43 | 864 | 938.981 | 980.042 | 0.958104 | 0.920146 |
44 | 837 | 936.124 | 993.333 | 0.942407 | 0.894112 |
45 | 920 | 980.58 | 1006.42 | 0.974328 | 0.93822 |
46 | 1085 | 1077.4 | 1012.42 | 1.06419 | 1.00705 |
47 | 1048 | 1072.34 | 1008.25 | 1.06357 | 0.977301 |
48 | 1112 | 1075.14 | 999.625 | 1.07554 | 1.03429 |
49 | 1080 | 1107.74 | 1007.5 | 1.09949 | 0.974962 |
50 | 1140 | 1018.18 | 1027.79 | 0.990646 | 1.11965 |
51 | 1159 | 1132.39 | 1044.46 | 1.08419 | 1.0235 |
52 | 1044 | 1040.8 | 1057.83 | 0.983894 | 1.00308 |
53 | 871 | 1018.24 | 1068.25 | 0.953189 | 0.855394 |
54 | 807 | 867.191 | 1070 | 0.810458 | 0.930591 |
55 | 1110 | 1023.06 | 1067.79 | 0.958104 | 1.08499 |
56 | 1078 | 999.579 | 1060.67 | 0.942407 | 1.07845 |
57 | 1079 | 1023.29 | 1050.25 | 0.974328 | 1.05444 |
58 | 1247 | 1118.28 | 1050.83 | 1.06419 | 1.1151 |
59 | 1136 | 1128.8 | 1061.33 | 1.06357 | 1.00638 |
60 | 1066 | 1143.26 | 1062.96 | 1.07554 | 0.932424 |
61 | 1073 | 1160.88 | 1055.83 | 1.09949 | 0.924301 |
62 | 976 | 1045.46 | 1055.33 | 0.990646 | 0.933559 |
63 | 1073 | 1147.39 | 1058.29 | 1.08419 | 0.935167 |
64 | 1144 | 1039.65 | 1056.67 | 0.983894 | 1.10037 |
65 | 1023 | 1011.97 | 1061.67 | 0.953189 | 1.0109 |
66 | 694 | 872.087 | 1076.04 | 0.810458 | 0.795792 |
67 | 1052 | NA | NA | 0.958104 | NA |
68 | 1124 | NA | NA | 0.942407 | NA |
69 | 1104 | NA | NA | 0.974328 | NA |
70 | 1183 | NA | NA | 1.06419 | NA |
71 | 1320 | NA | NA | 1.06357 | NA |
72 | 1227 | NA | NA | 1.07554 | NA |