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
2025-06-08 1.125935 1.370838 1.685666 2.133343 2.777715 3.715212 5.279172
2025-06-15 0.827556 1.105333 1.519920 2.233816 3.565107 6.337402 14.445128
2025-06-22 0.659714 0.930678 1.374140 2.243591 4.223488 9.992056 46.147471
2025-06-29 0.547327 0.799680 1.238591 2.181417 4.688794 14.671437 226.270262
2025-07-06 0.472903 0.709831 1.142096 2.143248 5.202072 22.207278 128693.702451
2025-07-13 0.439327 0.681011 1.148426 2.340534 6.766232 51.872392 NaN
2025-07-20 0.405482 0.644022 1.126577 2.457312 8.342349 141.491498 NaN
2025-07-27 0.369966 0.597243 1.071267 2.452503 9.439797 431.936450 NaN
2025-08-03 0.335812 0.547811 0.998843 2.362326 9.952542 1579.901184 NaN
2025-08-10 0.314805 0.521298 0.973422 2.416914 11.772996 NaN NaN
2025-08-17 0.299720 0.504475 0.967210 2.539332 14.866484 NaN NaN
2025-08-24 0.281407 0.478518 0.933010 2.541063 16.987833 NaN NaN
2025-08-31 0.260708 0.445788 0.877244 2.438646 17.640303 NaN NaN
2025-09-07 0.250259 0.433857 0.873772 2.560497 23.097205 NaN NaN
2025-09-14 0.237279 0.414924 0.848041 2.572329 27.252067 NaN NaN
2025-09-21 0.223120 0.391980 0.807560 2.496536 29.087097 NaN NaN
2025-09-28 0.211248 0.373058 0.775519 2.450113 32.026132 NaN NaN
2025-10-05 0.207821 0.372737 0.796169 2.690850 53.028211 NaN NaN
2025-10-12 0.201972 0.366220 0.797597 2.834272 81.279613 NaN NaN
2025-10-19 0.193458 0.352689 0.775664 2.828352 101.616738 NaN NaN
2025-10-26 0.183628 0.335303 0.739558 2.717562 104.995691 NaN NaN
2025-11-02 0.177908 0.327219 0.731283 2.784580 156.569246 NaN NaN
2025-11-09 0.173948 0.322980 0.734487 2.935408 317.986876 NaN NaN