Prediction 256
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 | 1168.92 | - | 1147.20 | - | - | - | - | 1190.94 | - |
2023-06-18 | 891.25 | - | 873.49 | - | - | - | - | 909.27 | - |
2023-06-25 | 939.51 | - | 921.06 | - | - | - | - | 958.24 | - |
2023-07-02 | 678.46 | - | 663.83 | - | - | - | - | 693.33 | - |
2023-07-09 | 745.43 | - | 729.80 | - | - | - | - | 761.30 | - |
2023-07-16 | 528.70 | - | 516.35 | - | - | - | - | 541.27 | - |
2023-07-23 | 528.60 | - | 516.25 | - | - | - | - | 541.16 | - |
2023-07-30 | 452.00 | - | 440.86 | - | - | - | - | 463.34 | - |
2023-08-06 | 428.16 | - | 417.41 | - | - | - | - | 439.12 | - |
2023-08-13 | 427.45 | - | 416.70 | - | - | - | - | 438.39 | - |
2023-08-20 | 315.93 | - | 307.05 | - | - | - | - | 324.99 | - |
2023-08-27 | 265.36 | - | 257.39 | - | - | - | - | 273.51 | - |
2023-09-03 | 263.59 | - | 255.65 | - | - | - | - | 271.71 | - |
2023-09-10 | 223.36 | - | 216.16 | - | - | - | - | 230.72 | - |
2023-09-17 | 242.20 | - | 234.66 | - | - | - | - | 249.93 | - |
2023-09-24 | 221.54 | - | 214.39 | - | - | - | - | 228.87 | - |
2023-10-01 | 188.12 | - | 181.62 | - | - | - | - | 194.79 | - |
2023-10-08 | 195.35 | - | 188.71 | - | - | - | - | 202.16 | - |
2023-10-15 | 163.35 | - | 157.36 | - | - | - | - | 169.50 | - |
2023-10-22 | 136.53 | - | 131.13 | - | - | - | - | 142.10 | - |
2023-10-29 | 163.00 | - | 157.02 | - | - | - | - | 169.14 | - |
2023-11-05 | 157.98 | - | 152.11 | - | - | - | - | 164.01 | - |
2023-11-12 | 185.99 | - | 179.54 | - | - | - | - | 192.62 | - |
2023-11-19 | 186.84 | - | 180.37 | - | - | - | - | 193.48 | - |
2023-11-26 | 174.29 | - | 168.07 | - | - | - | - | 180.67 | - |
2023-12-03 | 200.92 | - | 194.16 | - | - | - | - | 207.84 | - |
2023-12-10 | 169.47 | - | 163.35 | - | - | - | - | 175.75 | - |
2023-12-17 | 147.69 | - | 142.05 | - | - | - | - | 153.51 | - |
2023-12-24 | 134.20 | - | 129.04 | - | - | - | - | 139.51 | - |
2023-12-31 | 417.58 | - | 111.09 | - | - | - | - | 1116.42 | - |
2024-01-07 | 460.29 | - | 122.46 | - | - | - | - | 1230.59 | - |
2024-01-14 | 520.36 | - | 138.44 | - | - | - | - | 1391.14 | - |
2024-01-21 | 655.15 | - | 174.32 | - | - | - | - | 1751.44 | - |
2024-01-28 | 772.58 | - | 205.57 | - | - | - | - | 2065.33 | - |
2024-02-04 | 873.46 | - | 232.41 | - | - | - | - | 2334.97 | - |
2024-02-11 | 1059.43 | - | 281.91 | - | - | - | - | 2832.08 | - |
2024-02-18 | 879.47 | - | 234.01 | - | - | - | - | 2351.04 | - |
2024-02-25 | 1352.94 | - | 360.02 | - | - | - | - | 3616.63 | - |
2024-03-03 | 1466.53 | - | 390.25 | - | - | - | - | 3920.25 | - |
2024-03-10 | 1347.66 | - | 358.62 | - | - | - | - | 3602.50 | - |
2024-03-17 | 1530.03 | - | 407.15 | - | - | - | - | 4089.99 | - |
2024-03-24 | 1727.87 | - | 459.81 | - | - | - | - | 4618.79 | - |
2024-03-31 | 2229.43 | - | 593.29 | - | - | - | - | 5959.47 | - |
2024-04-07 | 2518.95 | - | 670.34 | - | - | - | - | 6733.34 | - |
2024-04-14 | 2219.27 | - | 590.59 | - | - | - | - | 5932.32 | - |
2024-04-21 | 2440.77 | - | 649.54 | - | - | - | - | 6524.36 | - |
2024-04-28 | 2815.71 | - | 749.32 | - | - | - | - | 7526.59 | - |
2024-05-05 | 2631.37 | - | 700.26 | - | - | - | - | 7033.84 | - |
2024-05-12 | 2448.75 | - | 651.66 | - | - | - | - | 6545.69 | - |
2024-05-19 | 2619.97 | - | 697.23 | - | - | - | - | 7003.36 | - |
2024-05-26 | 2033.73 | - | 541.21 | - | - | - | - | 5436.36 | - |
2024-06-02 | 1897.26 | - | 504.89 | - | - | - | - | 5071.57 | - |
2024-06-09 | 1918.85 | - | 510.63 | - | - | - | - | 5129.30 | - |
2024-06-16 | 1463.04 | - | 389.32 | - | - | - | - | 3910.93 | - |
2024-06-23 | 1542.26 | - | 410.41 | - | - | - | - | 4122.69 | - |
2024-06-30 | 1113.73 | - | 296.36 | - | - | - | - | 2977.23 | - |
2024-07-07 | 1223.66 | - | 325.62 | - | - | - | - | 3271.08 | - |
2024-07-14 | 867.89 | - | 230.93 | - | - | - | - | 2320.12 | - |
2024-07-21 | 867.73 | - | 230.89 | - | - | - | - | 2319.67 | - |
2024-07-28 | 741.98 | - | 197.42 | - | - | - | - | 1983.55 | - |
2024-08-04 | 702.86 | - | 187.01 | - | - | - | - | 1878.96 | - |
2024-08-11 | 701.68 | - | 186.69 | - | - | - | - | 1875.81 | - |
2024-08-18 | 518.61 | - | 137.97 | - | - | - | - | 1386.48 | - |
2024-08-25 | 435.60 | - | 115.88 | - | - | - | - | 1164.60 | - |
2024-09-01 | 432.70 | - | 115.11 | - | - | - | - | 1156.83 | - |
2024-09-08 | 366.65 | - | 97.53 | - | - | - | - | 980.30 | - |
2024-09-15 | 397.59 | - | 105.77 | - | - | - | - | 1063.00 | - |
2024-09-22 | 363.67 | - | 96.74 | - | - | - | - | 972.34 | - |
2024-09-29 | 308.81 | - | 82.14 | - | - | - | - | 825.70 | - |