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
2026-04-05 2.807260e-02 0.035352 0.043726 0.054002 0.066201 0.080142 0.097199
2026-04-12 1.609378e-02 0.024413 0.035447 0.050833 0.071372 0.097455 0.132629
2026-04-19 8.485617e-03 0.015777 0.027012 0.044807 0.071359 0.108456 0.162914
2026-04-26 4.915265e-03 0.011233 0.022497 0.042566 0.075593 0.125616 0.204325
2026-05-03 2.642092e-03 0.007596 0.017913 0.038612 0.076057 0.137205 0.239651
2026-05-10 1.432282e-03 0.005260 0.014599 0.035602 0.077072 0.149499 0.277661
2026-05-17 8.670584e-04 0.004036 0.012976 0.035202 0.082439 0.169606 0.330757
2026-05-24 5.353292e-04 0.003179 0.011774 0.035235 0.088525 0.191745 0.389933
2026-05-31 3.149613e-04 0.002449 0.010494 0.034611 0.093037 0.211531 0.447224
2026-06-07 1.998218e-04 0.002015 0.009845 0.035315 0.100491 0.237824 0.519010
2026-06-14 1.260899e-04 0.001670 0.009283 0.036050 0.108118 0.265364 0.595835
2026-06-21 9.170372e-05 0.001528 0.009402 0.038799 0.121039 0.305190 0.699695
2026-06-28 5.285373e-05 0.001232 0.008709 0.038938 0.127828 0.333589 0.785248
2026-07-05 2.593402e-05 0.000928 0.007715 0.037733 0.130969 0.354677 0.858668
2026-07-12 8.432597e-06 0.000590 0.006123 0.033676 0.125451 0.355780 0.891629
2026-07-19 3.137703e-06 0.000426 0.005338 0.032266 0.127037 0.373285 0.960370
2026-07-26 7.144101e-07 0.000270 0.004323 0.029319 0.123261 0.377476 1.000959
2026-08-02 1.173341e-07 0.000173 0.003563 0.027030 0.120895 0.384690 1.048730
2026-08-09 2.164415e-08 0.000130 0.003248 0.026771 0.125185 0.409300 1.137715
2026-08-16 2.604386e-09 0.000099 0.003016 0.026832 0.130619 0.437547 1.237353
2026-08-23 5.525274e-11 0.000072 0.002722 0.026353 0.134023 0.460802 1.327277
2026-08-30 4.541221e-14 0.000058 0.002607 0.026927 0.141498 0.495980 1.448041
2026-09-06 NaN 0.000046 0.002502 0.027521 0.149211 0.532656 1.575027