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
2025-07-13 1.381116 1.714078 2.155407 2.807001 3.791046 5.313409 8.076667e+00
2025-07-20 0.993422 1.361337 1.934790 2.983375 5.122982 10.269513 3.037244e+01
2025-07-27 0.775415 1.124012 1.722395 2.982545 6.220929 18.212210 1.959257e+02
2025-08-03 0.632221 0.948716 1.526329 2.865355 6.967150 29.981394 1.160707e+06
2025-08-10 0.552684 0.856069 1.442504 2.937621 8.490497 65.438604 NaN
2025-08-17 0.500238 0.797450 1.403437 3.099250 10.877427 232.967000 NaN
2025-08-24 0.449276 0.730114 1.323897 3.099569 12.724607 1365.404922 NaN
2025-08-31 0.401702 0.660635 1.220740 2.969288 13.625120 64887.424961 NaN
2025-09-07 0.376359 0.630986 1.202696 3.121851 17.650042 NaN NaN
2025-09-14 0.349123 0.592982 1.154671 3.139774 20.974890 NaN NaN
2025-09-21 0.321766 0.550932 1.087255 3.046137 22.863929 NaN NaN
2025-09-28 0.299822 0.517693 1.036200 2.998050 25.750590 NaN NaN
2025-10-05 0.291393 0.513119 1.062144 3.326942 41.935087 NaN NaN
2025-10-12 0.279286 0.498830 1.058498 3.525162 63.885927 NaN NaN
2025-10-19 0.263538 0.474344 1.020377 3.518559 81.238661 NaN NaN
2025-10-26 0.246443 0.444988 0.962679 3.368764 87.019117 NaN NaN
2025-11-02 0.236118 0.430297 0.946467 3.460181 130.492659 NaN NaN
2025-11-09 0.228736 0.421665 0.947128 3.665971 261.039169 NaN NaN
2025-11-16 0.218445 0.405024 0.919473 3.666370 402.211770 NaN NaN
2025-11-23 0.206459 0.383279 0.872121 3.500358 428.033009 NaN NaN
2025-11-30 0.200927 0.376705 0.873068 3.694843 1477.914288 NaN NaN
2025-12-07 0.193354 0.364425 0.853046 3.717764 4658.084747 NaN NaN
2025-12-14 0.184524 0.348354 0.817967 3.598183 7739.544937 NaN NaN