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
2025-08-10 1.451850 1.815341 2.304426 3.040761 4.182623 6.014098 9.521429
2025-08-17 1.032154 1.425583 2.050196 3.224866 5.736612 12.316370 44.055482
2025-08-24 0.802925 1.172456 1.819114 3.226352 7.081656 23.743855 715.585978
2025-08-31 0.652378 0.984962 1.603115 3.085304 7.976891 42.784264 NaN
2025-09-07 0.576524 0.900408 1.541318 3.251562 10.362010 136.416691 NaN
2025-09-14 0.510200 0.815468 1.446563 3.268744 12.446457 683.829358 NaN
2025-09-21 0.452320 0.734104 1.334037 3.164288 13.847493 24561.187207 NaN
2025-09-28 0.409151 0.673530 1.252158 3.114064 15.811007 NaN NaN
2025-10-05 0.392019 0.661711 1.281969 3.487893 24.515864 NaN NaN
2025-10-12 0.370022 0.635720 1.268948 3.697869 35.040776 NaN NaN
2025-10-19 0.343690 0.596382 1.210960 3.675827 42.758300 NaN NaN
2025-10-26 0.316868 0.552570 1.131687 3.507862 45.781649 NaN NaN
2025-11-02 0.299997 0.529348 1.106767 3.612074 64.848486 NaN NaN
2025-11-09 0.287641 0.514721 1.103476 3.842715 113.643999 NaN NaN
2025-11-16 0.271633 0.489735 1.064257 3.843253 161.240730 NaN NaN
2025-11-23 0.253880 0.458850 1.001598 3.661119 175.335759 NaN NaN
2025-11-30 0.245242 0.448369 0.999654 3.875555 417.227936 NaN NaN
2025-12-07 0.234102 0.430740 0.971806 3.897791 827.277353 NaN NaN
2025-12-14 0.221598 0.408697 0.926160 3.762781 1111.035313 NaN NaN
2025-12-21 0.211264 0.391051 0.892221 3.698063 2089.194550 NaN NaN
2025-12-28 0.209093 0.393025 0.923341 4.182806 NaN NaN NaN
2026-01-04 0.203969 0.387143 0.926823 4.458101 NaN NaN NaN
2026-01-11 0.195954 0.373271 0.899912 4.429102 NaN NaN NaN