Prediction 259
Modelo | Model 1 - Weekly and yearly (iid) components |
---|---|
Autor | Marcio Maciel Bastos |
Descrição:
The model is founded on a structural decomposition designed for modeling counting series, employing a Poisson distribution. The log intensity is defined by the sum of weekly and yearly components, where the first one is defined as a AR(1) process and the last one is assumed to be iid.
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date | pred | lower_95 | lower_90 | lower_80 | lower_50 | upper_50 | upper_80 | upper_90 | upper_95 |
---|---|---|---|---|---|---|---|---|---|
2023-06-11 | 2382.29 | - | 2335.14 | - | - | - | - | 2430.14 | - |
2023-06-18 | 2430.51 | - | 2382.85 | - | - | - | - | 2478.87 | - |
2023-06-25 | 1941.40 | - | 1899.14 | - | - | - | - | 1984.36 | - |
2023-07-02 | 1549.97 | - | 1512.47 | - | - | - | - | 1588.16 | - |
2023-07-09 | 1237.80 | - | 1204.48 | - | - | - | - | 1271.79 | - |
2023-07-16 | 1181.93 | - | 1149.42 | - | - | - | - | 1215.11 | - |
2023-07-23 | 1074.91 | - | 1043.98 | - | - | - | - | 1106.52 | - |
2023-07-30 | 951.93 | - | 922.92 | - | - | - | - | 981.62 | - |
2023-08-06 | 911.26 | - | 882.90 | - | - | - | - | 940.29 | - |
2023-08-13 | 942.19 | - | 913.33 | - | - | - | - | 971.72 | - |
2023-08-20 | 1018.89 | - | 988.81 | - | - | - | - | 1049.64 | - |
2023-08-27 | 896.32 | - | 868.20 | - | - | - | - | 925.10 | - |
2023-09-03 | 938.99 | - | 910.18 | - | - | - | - | 968.47 | - |
2023-09-10 | 964.88 | - | 935.66 | - | - | - | - | 994.78 | - |
2023-09-17 | 987.05 | - | 957.48 | - | - | - | - | 1017.30 | - |
2023-09-24 | 1018.55 | - | 988.49 | - | - | - | - | 1049.29 | - |
2023-10-01 | 1005.70 | - | 975.83 | - | - | - | - | 1036.24 | - |
2023-10-08 | 1085.23 | - | 1054.15 | - | - | - | - | 1116.99 | - |
2023-10-15 | 1038.64 | - | 1008.26 | - | - | - | - | 1069.70 | - |
2023-10-22 | 1197.29 | - | 1164.56 | - | - | - | - | 1230.71 | - |
2023-10-29 | 1144.38 | - | 1112.41 | - | - | - | - | 1177.02 | - |
2023-11-05 | 1409.52 | - | 1373.85 | - | - | - | - | 1445.88 | - |
2023-11-12 | 1663.48 | - | 1624.54 | - | - | - | - | 1703.10 | - |
2023-11-19 | 1851.45 | - | 1810.24 | - | - | - | - | 1893.36 | - |
2023-11-26 | 1855.95 | - | 1814.68 | - | - | - | - | 1897.90 | - |
2023-12-03 | 1886.96 | - | 1845.33 | - | - | - | - | 1929.28 | - |
2023-12-10 | 2277.99 | - | 2231.96 | - | - | - | - | 2324.73 | - |
2023-12-17 | 2074.52 | - | 2030.73 | - | - | - | - | 2119.00 | - |
2023-12-24 | 1509.37 | - | 1476.34 | - | - | - | - | 1542.94 | - |
2023-12-31 | 1013.07 | - | 92.78 | - | - | - | - | 4252.35 | - |
2024-01-07 | 1354.38 | - | 124.04 | - | - | - | - | 5684.93 | - |
2024-01-14 | 1659.67 | - | 152.01 | - | - | - | - | 6966.33 | - |
2024-01-21 | 2176.31 | - | 199.33 | - | - | - | - | 9134.80 | - |
2024-01-28 | 2191.08 | - | 200.68 | - | - | - | - | 9196.80 | - |
2024-02-04 | 3012.10 | - | 275.88 | - | - | - | - | 12642.86 | - |
2024-02-11 | 3342.72 | - | 306.17 | - | - | - | - | 14030.57 | - |
2024-02-18 | 3779.25 | - | 346.15 | - | - | - | - | 15862.84 | - |
2024-02-25 | 4461.02 | - | 408.60 | - | - | - | - | 18724.45 | - |
2024-03-03 | 4126.55 | - | 377.96 | - | - | - | - | 17320.56 | - |
2024-03-10 | 6081.94 | - | 557.07 | - | - | - | - | 25527.90 | - |
2024-03-17 | 5610.38 | - | 513.87 | - | - | - | - | 23548.63 | - |
2024-03-24 | 5878.69 | - | 538.45 | - | - | - | - | 24674.84 | - |
2024-03-31 | 6144.99 | - | 562.84 | - | - | - | - | 25792.57 | - |
2024-04-07 | 6590.80 | - | 603.67 | - | - | - | - | 27663.75 | - |
2024-04-14 | 4905.17 | - | 449.28 | - | - | - | - | 20588.67 | - |
2024-04-21 | 5097.65 | - | 466.91 | - | - | - | - | 21396.57 | - |
2024-04-28 | 5009.95 | - | 458.88 | - | - | - | - | 21028.46 | - |
2024-05-05 | 4741.48 | - | 434.29 | - | - | - | - | 19901.60 | - |
2024-05-12 | 2893.70 | - | 265.04 | - | - | - | - | 12145.92 | - |
2024-05-19 | 2488.35 | - | 227.91 | - | - | - | - | 10444.53 | - |
2024-05-26 | 1747.65 | - | 160.07 | - | - | - | - | 7335.58 | - |
2024-06-02 | 1400.02 | - | 128.22 | - | - | - | - | 5876.47 | - |
2024-06-09 | 1046.55 | - | 95.85 | - | - | - | - | 4392.88 | - |
2024-06-16 | 1067.73 | - | 97.79 | - | - | - | - | 4481.79 | - |
2024-06-23 | 852.87 | - | 78.10 | - | - | - | - | 3579.94 | - |
2024-06-30 | 680.91 | - | 62.35 | - | - | - | - | 2858.18 | - |
2024-07-07 | 543.77 | - | 49.79 | - | - | - | - | 2282.56 | - |
2024-07-14 | 519.22 | - | 47.54 | - | - | - | - | 2179.54 | - |
2024-07-21 | 472.21 | - | 43.24 | - | - | - | - | 1982.22 | - |
2024-07-28 | 418.19 | - | 38.29 | - | - | - | - | 1755.46 | - |
2024-08-04 | 400.32 | - | 36.65 | - | - | - | - | 1680.46 | - |
2024-08-11 | 413.91 | - | 37.90 | - | - | - | - | 1737.50 | - |
2024-08-18 | 447.60 | - | 40.98 | - | - | - | - | 1878.92 | - |
2024-08-25 | 393.76 | - | 36.05 | - | - | - | - | 1652.91 | - |
2024-09-01 | 412.50 | - | 37.77 | - | - | - | - | 1731.59 | - |
2024-09-08 | 423.88 | - | 38.81 | - | - | - | - | 1779.34 | - |
2024-09-15 | 433.62 | - | 39.70 | - | - | - | - | 1820.21 | - |
2024-09-22 | 447.45 | - | 40.97 | - | - | - | - | 1878.30 | - |
2024-09-29 | 441.81 | - | 40.45 | - | - | - | - | 1854.60 | - |