Description

This analysis provides a forecast of XRP 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
2025-07-06 1.142309 1.390960 1.710687 2.165470 2.820331 3.773577 5.364929
2025-07-13 0.861235 1.155324 1.597458 2.366370 3.821230 6.919662 16.370064
2025-07-20 0.702883 1.000445 1.494991 2.486857 4.831564 12.162465 68.988529
2025-07-27 0.589828 0.871961 1.372984 2.484689 5.619387 19.883193 799.939995
2025-08-03 0.503663 0.763551 1.246295 2.397459 6.120511 30.345469 NaN
2025-08-10 0.452643 0.703867 1.192604 2.451759 7.229676 60.153078 NaN
2025-08-17 0.417419 0.664980 1.168672 2.572102 8.933419 175.716911 NaN
2025-08-24 0.381016 0.617007 1.112190 2.571333 10.168858 630.771230 NaN
2025-08-31 0.345551 0.565338 1.035599 2.472571 10.709144 3138.749713 NaN
2025-09-07 0.326761 0.543911 1.024224 2.588439 13.342820 NaN NaN
2025-09-14 0.305833 0.515117 0.988793 2.603069 15.393712 NaN NaN
2025-09-21 0.284179 0.482168 0.936770 2.531706 16.455780 NaN NaN
2025-09-28 0.265549 0.454132 0.893953 2.487308 18.068427 NaN NaN
2025-10-05 0.258751 0.450608 0.914570 2.729440 26.786845 NaN NaN
2025-10-12 0.249118 0.439637 0.912930 2.877244 37.162686 NaN NaN
2025-10-19 0.236307 0.420120 0.883695 2.874406 44.443838 NaN NaN
2025-10-26 0.222203 0.396343 0.838490 2.766716 46.701467 NaN NaN
2025-11-02 0.213638 0.384407 0.825881 2.833686 62.173885 NaN NaN
2025-11-09 0.207485 0.377390 0.826621 2.982642 97.714110 NaN NaN
2025-11-16 0.198791 0.363595 0.804458 2.981688 125.799845 NaN NaN
2025-11-23 0.188568 0.345385 0.766134 2.859394 129.501241 NaN NaN
2025-11-30 0.183918 0.340057 0.767427 3.002919 239.159911 NaN NaN
2025-12-07 0.177457 0.329823 0.751517 3.021087 362.445652 NaN NaN