Table 13 LSTM output: point predictions and 95% confidence intervals.
Date | Actual | Predicted | Lower | Upper |
|---|---|---|---|---|
7/1/2022 | 102.1946442 | 100.2888148 | 91.99056743 | 108.5870621 |
8/1/2022 | 106.1549818 | 101.2760305 | 92.97778316 | 109.5742778 |
9/1/2022 | 108.4295606 | 102.960249 | 94.66200163 | 111.2584963 |
10/1/2022 | 109.5115547 | 104.4553841 | 96.15713679 | 112.7536315 |
11/1/2022 | 107.8257959 | 107.7195601 | 99.42131278 | 116.0178074 |
12/1/2022 | 106.6631006 | 108.5880793 | 100.289832 | 116.8863266 |
1/1/2023 | 107.4222898 | 107.5543868 | 99.2561395 | 115.8526342 |
2/1/2023 | 108.2502246 | 106.3650503 | 98.066803 | 114.6632977 |
3/1/2023 | 110.0196735 | 106.6452186 | 98.34697131 | 114.943466 |
4/1/2023 | 111.26 | 107.3825128 | 99.08426549 | 115.6807602 |
5/1/2023 | 109.62 | 108.2508903 | 99.95264292 | 116.5491376 |
6/1/2023 | 112.25 | 109.4336806 | 101.1354333 | 117.731928 |
7/1/2023 | 112.74 | 110.6271149 | 102.3288676 | 118.9253623 |
8/1/2023 | 120.08 | 112.2874942 | 103.9892469 | 120.5857416 |
9/1/2023 | 122.47 | 115.0643008 | 106.7660535 | 123.3625481 |
10/1/2023 | 123.9 | 117.1501965 | 108.8519492 | 125.4484438 |
11/1/2023 | 120.04 | 120.5633351 | 112.2650878 | 128.8615825 |
12/1/2023 | 117.48 | 120.5120551 | 112.2138078 | 128.8103025 |
1/1/2024 | 118.3 | 120.0473007 | 111.7490534 | 128.3455481 |
2/1/2024 | 119.07 | 118.1768854 | 109.8786381 | 126.4751327 |
3/1/2024 | 121.5 | 117.2671438 | 108.9688964 | 125.5653911 |
4/1/2024 | 122.63 | 117.5790569 | 109.2808095 | 125.8773042 |
5/1/2024 | 121.42 | 119.43004 | 111.1317927 | 127.7282874 |
6/1/2024 | 123.94 | 121.7165327 | 113.4182854 | 130.0147801 |
7/1/2024 | 128.64 | 123.3400837 | 115.0418364 | 131.6383311 |
8/1/2024 | 133.72 | 125.5970417 | 117.2987943 | 133.895289 |
9/1/2024 | 135.21 | 128.1017337 | 119.8034864 | 136.399981 |
10/1/2024 | 139.58 | 131.2281257 | 122.9298784 | 139.526373 |
11/1/2024 | 136.61 | 133.9305541 | 125.6323067 | 142.2288014 |
12/1/2024 | 132.65 | 133.699881 | 125.4016337 | 141.9981284 |
1/1/2025 | 130.97 | 132.9964578 | 124.6982105 | 141.2947052 |
2/1/2025 | 130.08 | 131.0573019 | 122.7590546 | 139.3555492 |
3/1/2025 | 132.35 | 129.8685388 | 121.5702915 | 138.1667862 |
