Description

This analysis provides a forecast of BTC 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
2024-12-22 20.756917 22.639323 24.729278 27.245211 30.224303 33.682220 38.065468
2024-12-29 17.935472 20.388800 23.320855 27.166774 32.215725 38.839887 48.621097
2025-01-05 16.023405 18.762786 22.219097 27.066742 34.005254 44.186651 61.769652
2025-01-12 14.455043 17.283598 20.994524 26.468566 34.862447 48.423988 75.657474
2025-01-19 13.802024 16.869046 21.064574 27.611266 38.497236 58.376549 108.090387
2025-01-26 12.885522 15.974602 20.318291 27.361234 39.773467 64.698261 140.664434
2025-02-02 12.216605 15.344610 19.857164 27.447348 41.622278 73.128188 196.208365
2025-02-09 11.686700 14.854853 19.534514 27.683832 43.797866 83.689249 299.126705
2025-02-16 11.192337 14.369138 19.156332 27.747727 45.633754 94.800639 495.177554
2025-02-23 10.676384 13.808924 18.600806 27.401119 46.483810 103.806761 859.396021
2025-03-02 10.290466 13.415579 18.273797 27.423607 48.196535 117.658572 2548.779677
2025-03-09 9.900022 12.987997 17.850803 27.198924 49.254946 130.489633 89479.434483
2025-03-16 9.523460 12.564988 17.410985 26.904059 50.131187 144.468168 NaN
2025-03-23 9.189141 12.189510 17.023771 26.668753 51.137634 161.490752 NaN
2025-03-30 8.893964 11.859499 16.689786 26.501616 52.318784 182.833612 NaN
2025-04-06 8.555253 11.442692 16.175921 25.893930 52.037115 194.379941 NaN
2025-04-13 8.490578 11.462637 16.431402 26.980045 57.466377 275.249347 NaN
2025-04-20 8.243661 11.171891 16.107268 26.733118 58.415495 318.031455 NaN
2025-04-27 8.057422 10.971995 15.934889 26.813034 60.599144 399.827243 NaN
2025-05-04 7.901846 10.815168 15.830514 27.039045 63.476280 542.513251 NaN
2025-05-11 7.735658 10.632661 15.665685 27.099860 65.778915 743.957198 NaN
2025-05-18 7.533166 10.380494 15.354309 26.766453 66.330907 925.224809 NaN
2025-05-25 7.383133 10.211414 15.191766 26.787954 68.515143 1425.392649 NaN