Description

This analysis provides a forecast of ATOM 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
2025-08-03 3.309869 3.659986 4.039382 4.482355 4.987000 5.545898 6.214334
2025-08-10 2.802534 3.271003 3.814041 4.494943 5.332741 6.338829 7.651991
2025-08-17 2.414470 2.924407 3.543798 4.360773 5.423921 6.780142 8.673348
2025-08-24 2.163521 2.698344 3.372638 4.299344 5.562461 7.258057 9.766512
2025-08-31 1.983022 2.535140 3.253661 4.276793 5.729115 7.769379 10.951614
2025-09-07 1.887346 2.469412 3.249910 4.399618 6.097153 8.591211 12.693637
2025-09-14 1.760551 2.347827 3.155034 4.378294 6.245716 9.097228 14.011334
2025-09-21 1.645308 2.231439 3.054983 4.335202 6.349719 9.536967 15.274473
2025-09-28 1.503092 2.065552 2.869577 4.144875 6.200792 9.548081 15.792841
2025-10-05 1.437747 2.005876 2.834333 4.179558 6.410752 10.169236 17.489788
2025-10-12 1.389573 1.967520 2.826907 4.255103 6.692183 10.941338 19.592272
2025-10-19 1.346024 1.932638 2.821212 4.331046 6.979126 11.754286 21.913391
2025-10-26 1.297779 1.888815 2.800420 4.383583 7.237057 12.559830 24.404856
2025-11-02 1.247127 1.838017 2.764827 4.407639 7.445929 13.299934 26.908930
2025-11-09 1.170094 1.740676 2.646928 4.278188 7.354641 13.430960 28.044330
2025-11-16 1.113119 1.672236 2.572082 4.218390 7.388584 13.819314 29.867707
2025-11-23 1.067685 1.619955 2.520753 4.196388 7.492861 14.367321 32.203393
2025-11-30 1.050567 1.613185 2.545876 4.316358 7.892427 15.611222 36.647530
2025-12-07 1.010799 1.566235 2.498421 4.295533 7.999764 16.212277 39.481384
2025-12-14 0.970379 1.516071 2.442274 4.253444 8.057437 16.704931 42.125730
2025-12-21 0.910243 1.429418 2.316797 4.067524 7.788149 16.380965 42.242264
2025-12-28 0.887233 1.405824 2.303147 4.101407 8.003686 17.274225 46.386878
2026-01-04 0.871287 1.393664 2.309347 4.175205 8.315840 18.458256 51.834713