Description

This analysis provides a forecast of AIOZ 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
2026-03-15 3.577614e-02 0.044871 0.055280 0.067986 0.082988 0.100043 0.120801
2026-03-22 2.310781e-02 0.034569 0.049551 0.070158 0.097301 0.131336 0.176676
2026-03-29 1.621107e-02 0.028762 0.047342 0.075752 0.116803 0.172538 0.252221
2026-04-05 1.063749e-02 0.022553 0.042552 0.076402 0.129666 0.207268 0.325169
2026-04-12 6.720363e-03 0.017198 0.037175 0.074491 0.138055 0.236740 0.394890
2026-04-19 3.756126e-03 0.011962 0.029998 0.067394 0.136456 0.250620 0.443224
2026-04-26 2.302320e-03 0.009087 0.026122 0.064890 0.141631 0.275307 0.510489
2026-05-03 1.269400e-03 0.006455 0.021568 0.059562 0.140351 0.288676 0.560628
2026-05-10 6.962160e-04 0.004660 0.018115 0.055384 0.140141 0.303424 0.614116
2026-05-17 4.296153e-04 0.003721 0.016498 0.054906 0.147184 0.331933 0.693876
2026-05-24 2.682501e-04 0.003034 0.015280 0.055019 0.155408 0.363442 0.781652
2026-05-31 1.561434e-04 0.002403 0.013859 0.054111 0.161078 0.390454 0.863364
2026-06-07 9.627205e-05 0.002014 0.013162 0.055218 0.172026 0.429961 0.973272
2026-06-14 5.879315e-05 0.001706 0.012612 0.056650 0.184119 0.473314 1.094505
2026-06-21 4.233001e-05 0.001598 0.012949 0.061107 0.204685 0.536708 1.259732
2026-06-28 2.306935e-05 0.001314 0.012164 0.061514 0.214768 0.578523 1.385477
2026-07-05 1.015241e-05 0.001007 0.010925 0.059837 0.218917 0.607663 1.487948
2026-07-12 2.523558e-06 0.000646 0.008819 0.053873 0.209769 0.605623 1.526265
2026-07-19 6.981558e-07 0.000471 0.007781 0.051767 0.211352 0.628420 1.617839
2026-07-26 8.023556e-08 0.000300 0.006390 0.047333 0.204799 0.630935 1.666174
2026-08-02 3.196578e-09 0.000193 0.005337 0.043869 0.200473 0.638248 1.725249
2026-08-09 4.487416e-11 0.000146 0.004912 0.043470 0.206308 0.671733 1.844651
2026-08-16 NaN 0.000113 0.004600 0.043562 0.213884 0.710429 1.978292