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 3.568342e-02 0.044757 0.055141 0.067819 0.082787 0.099805 0.120517
2026-03-22 2.301912e-02 0.034451 0.049399 0.069965 0.097060 0.131043 0.176321
2026-03-29 1.612722e-02 0.028638 0.047172 0.075526 0.116516 0.172189 0.251810
2026-04-05 1.056789e-02 0.022438 0.042381 0.076164 0.129357 0.206895 0.324756
2026-04-12 6.666948e-03 0.017097 0.037013 0.074252 0.137740 0.236371 0.394522
2026-04-19 3.720961e-03 0.011884 0.029860 0.067181 0.136174 0.250311 0.442990
2026-04-26 2.276688e-03 0.009021 0.025991 0.064676 0.141343 0.275005 0.510326
2026-05-03 1.252657e-03 0.006402 0.021452 0.059361 0.140075 0.288405 0.560572
2026-05-10 6.855935e-04 0.004619 0.018014 0.055198 0.139887 0.303208 0.614219
2026-05-17 4.221359e-04 0.003685 0.016403 0.054721 0.146931 0.331747 0.694121
2026-05-24 2.630043e-04 0.003003 0.015189 0.054836 0.155163 0.363305 0.782088
2026-05-31 1.526278e-04 0.002376 0.013772 0.053927 0.160829 0.390339 0.863945
2026-06-07 9.382973e-05 0.001990 0.013078 0.055034 0.171782 0.429907 0.974110
2026-06-14 5.710580e-05 0.001685 0.012530 0.056462 0.183880 0.473327 1.095638
2026-06-21 4.098365e-05 0.001577 0.012861 0.060904 0.204429 0.536770 1.261172
2026-06-28 2.221947e-05 0.001296 0.012078 0.061306 0.214510 0.578645 1.387230
2026-07-05 9.705289e-06 0.000991 0.010845 0.059633 0.218669 0.607860 1.490033
2026-07-12 2.379386e-06 0.000635 0.008753 0.053694 0.209570 0.605951 1.528755
2026-07-19 6.462714e-07 0.000463 0.007719 0.051589 0.211152 0.628795 1.620612
2026-07-26 7.129491e-08 0.000294 0.006336 0.047166 0.204613 0.631370 1.669226
2026-08-02 2.571623e-09 0.000189 0.005290 0.043716 0.200318 0.638790 1.728703
2026-08-09 2.732603e-11 0.000142 0.004867 0.043318 0.206161 0.672364 1.848532
2026-08-16 NaN 0.000110 0.004558 0.043412 0.213755 0.711186 1.982708