Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 3060.104199 3287.808424 3516.074804 3761.751191 4018.370205 4278.198865 4560.848596
2025-08-10 2675.944416 3021.111938 3377.898011 3773.029108 4197.169990 4637.627687 5128.446830
2025-08-17 2400.718422 2816.160232 3255.718486 3752.930042 4297.254281 4872.693364 5524.655297
2025-08-24 2217.620873 2687.043344 3193.496225 3776.385560 4424.663797 5119.703493 5917.368256
2025-08-31 2035.589962 2542.675474 3099.763892 3751.137590 4485.914544 5283.537139 6209.254597
2025-09-07 1930.561426 2475.978332 3084.577015 3805.739402 4628.890493 5531.615110 6588.906160
2025-09-14 1812.485867 2385.847707 3035.436237 3815.124994 4715.108960 5711.607288 6888.667128
2025-09-21 1699.954183 2295.242465 2979.663309 3811.279338 4781.377293 5865.143013 7155.334201
2025-09-28 1560.440588 2164.979783 2870.979352 3739.879958 4764.582788 5919.859177 7306.133899
2025-10-05 1545.452948 2184.311876 2938.313807 3874.269205 4986.031937 6246.986178 7767.892308
2025-10-12 1495.889329 2157.808138 2948.092573 3938.203937 5123.410773 6476.251296 8116.909073
2025-10-19 1426.550162 2103.057917 2920.697497 3955.060069 5203.203115 6637.259157 8386.149006
2025-10-26 1348.820105 2035.786681 2877.026648 3952.235088 5260.628269 6774.213972 8630.786890
2025-11-02 1282.816404 1980.902714 2846.630418 3964.013727 5334.558797 6930.209746 8897.982277
2025-11-09 1206.512886 1909.019769 2791.954455 3943.257612 5367.053935 7035.622517 9104.628545
2025-11-16 1155.498583 1868.319404 2774.841117 3967.482171 5452.901040 7203.514747 9384.423109
2025-11-23 1086.130571 1799.767393 2719.432537 3941.406356 5475.295961 7294.198109 9571.722527
2025-11-30 1055.712993 1783.050877 2730.008153 3997.796054 5598.638050 7505.747411 9902.819306
2025-12-07 1008.179457 1740.463426 2705.040962 4007.488063 5663.031040 7645.507329 10147.835277
2025-12-14 958.046197 1692.050462 2670.610867 4003.516887 5709.200610 7762.363833 10364.890944
2025-12-21 884.324887 1606.706971 2584.165612 3929.778974 5665.733770 7768.381280 10447.082446
2025-12-28 893.154415 1641.519887 2660.214479 4068.557156 5891.290870 8104.479844 10929.592661
2026-01-04 875.396850 1636.290390 2681.137222 4134.561158 6024.403712 8327.210247 11275.083051