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
2026-03-29 3.439537e-02 0.043060 0.052975 0.065081 0.079381 0.095649 0.115464
2026-04-05 2.123898e-02 0.031729 0.045463 0.064392 0.089388 0.120818 0.162815
2026-04-12 1.287337e-02 0.023092 0.038398 0.062064 0.096631 0.144038 0.212476
2026-04-19 7.103480e-03 0.015589 0.030255 0.055715 0.096695 0.157600 0.251836
2026-04-26 4.286796e-03 0.011502 0.025799 0.053376 0.101682 0.178500 0.304292
2026-05-03 2.384806e-03 0.008023 0.020967 0.048780 0.101729 0.191544 0.346586
2026-05-10 1.336133e-03 0.005719 0.017400 0.045253 0.102533 0.205507 0.391716
2026-05-17 8.350414e-04 0.004497 0.015671 0.044824 0.108778 0.229324 0.455557
2026-05-24 5.317971e-04 0.003624 0.014385 0.044924 0.115956 0.255580 0.526246
2026-05-31 3.215898e-04 0.002849 0.012954 0.044180 0.121113 0.278585 0.593393
2026-06-07 2.099358e-04 0.002388 0.012254 0.045075 0.129963 0.309639 0.677994
2026-06-14 1.367529e-04 0.002019 0.011661 0.046069 0.139168 0.342362 0.768525
2026-06-21 1.008583e-04 0.001868 0.011884 0.049682 0.155628 0.392402 0.897710
2026-06-28 5.942276e-05 0.001530 0.011090 0.049940 0.163925 0.426479 0.999281
2026-07-05 2.987875e-05 0.001172 0.009907 0.048505 0.167618 0.451161 1.084604
2026-07-12 1.004136e-05 0.000764 0.007972 0.043568 0.160806 0.451740 1.121230
2026-07-19 3.843564e-06 0.000560 0.006999 0.041789 0.162393 0.471452 1.198904
2026-07-26 9.082974e-07 0.000364 0.005726 0.038107 0.157472 0.475168 1.242904
2026-08-02 1.581291e-07 0.000239 0.004772 0.035270 0.154415 0.482871 1.296004
2026-08-09 3.136832e-08 0.000182 0.004377 0.034941 0.159427 0.511242 1.397056
2026-08-16 4.269029e-09 0.000143 0.004089 0.035035 0.165906 0.544059 1.510548
2026-08-23 1.199082e-10 0.000105 0.003714 0.034435 0.169848 0.570675 1.611807
2026-08-30 3.229714e-13 0.000086 0.003574 0.035168 0.178785 0.611502 1.748809