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
2025-04-27 1.177370 1.438736 1.775979 2.257484 2.953719 3.971785 5.680044
2025-05-04 0.831323 1.111381 1.528631 2.244600 3.570855 6.297930 14.055573
2025-05-11 0.644357 0.906933 1.333225 2.157881 3.990431 9.071588 36.515966
2025-05-18 0.549153 0.805169 1.251048 2.208584 4.743257 14.640514 193.613671
2025-05-25 0.489751 0.743305 1.212609 2.321829 5.825586 26.781246 NaN
2025-06-01 0.435172 0.676383 1.142387 2.324483 6.629224 46.373395 NaN
2025-06-08 0.385745 0.609039 1.052953 2.235393 7.019044 73.125672 NaN
2025-06-15 0.359591 0.580139 1.036474 2.340805 8.554285 214.754219 NaN
2025-06-22 0.331975 0.543753 0.994563 2.351686 9.715966 807.894645 NaN
2025-06-29 0.304673 0.504085 0.936754 2.286623 10.345013 5138.647959 NaN
2025-07-06 0.282654 0.472254 0.891391 2.246537 11.192372 NaN NaN
2025-07-13 0.274493 0.467606 0.910825 2.453601 15.239565 NaN NaN
2025-07-20 0.262666 0.454185 0.906788 2.579190 19.631830 NaN NaN
2025-07-27 0.247297 0.431416 0.874232 2.571813 22.491040 NaN NaN
2025-08-03 0.230612 0.404063 0.824846 2.467994 23.242119 NaN NaN
2025-08-10 0.220741 0.390739 0.811672 2.529984 28.874820 NaN NaN
2025-08-17 0.213771 0.383100 0.812977 2.668243 40.080260 NaN NaN
2025-08-24 0.203998 0.368070 0.790396 2.671505 47.867567 NaN NaN
2025-08-31 0.192542 0.348187 0.750679 2.562729 48.943480 NaN NaN
2025-09-07 0.187330 0.342325 0.751866 2.691480 71.885097 NaN NaN
2025-09-14 0.180104 0.331074 0.734910 2.704801 90.593016 NaN NaN
2025-09-21 0.171687 0.316354 0.705247 2.625234 97.219376 NaN NaN
2025-09-28 0.164488 0.304044 0.681672 2.576316 110.065864 NaN NaN