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
2026-03-08 3.248626e-02 0.040982 0.050740 0.062691 0.076845 0.092978 0.112660
2026-03-15 2.034002e-02 0.030827 0.044652 0.063797 0.089161 0.121118 0.163861
2026-03-22 1.310029e-02 0.023886 0.040138 0.065331 0.102144 0.152570 0.225189
2026-03-29 9.233623e-03 0.020088 0.038583 0.070229 0.120420 0.193965 0.306175
2026-04-05 6.029897e-03 0.015846 0.034831 0.070616 0.131935 0.227485 0.380958
2026-04-12 3.760119e-03 0.012113 0.030525 0.068705 0.139102 0.255188 0.450456
2026-04-19 2.039878e-03 0.008397 0.024679 0.062138 0.136728 0.267030 0.496527
2026-04-26 1.211115e-03 0.006348 0.021482 0.059666 0.140868 0.289700 0.561855
2026-05-03 6.331532e-04 0.004458 0.017691 0.054627 0.138821 0.300953 0.608878
2026-05-10 3.271310e-04 0.003186 0.014852 0.050772 0.138166 0.314254 0.660288
2026-05-17 1.915842e-04 0.002529 0.013536 0.050309 0.144601 0.341490 0.738784
2026-05-24 1.131368e-04 0.002054 0.012559 0.050439 0.152328 0.371978 0.825690
2026-05-31 5.829663e-05 0.001585 0.011306 0.049484 0.157652 0.398937 0.909807
2026-06-07 3.268804e-05 0.001315 0.010738 0.050523 0.168201 0.438087 1.020989
2026-06-14 1.796751e-05 0.001105 0.010297 0.051865 0.179831 0.480860 1.142850
2026-06-21 1.202513e-05 0.001033 0.010595 0.055972 0.199556 0.543223 1.308241
2026-06-28 5.545456e-06 0.000838 0.009940 0.056318 0.209049 0.583797 1.432597
2026-07-05 1.851735e-06 0.000629 0.008901 0.054744 0.212811 0.611741 1.533114
2026-07-12 2.453778e-07 0.000389 0.007151 0.049304 0.204024 0.609493 1.570421
2026-07-19 2.765355e-08 0.000274 0.006269 0.047262 0.205102 0.630627 1.658594
2026-07-26 1.605872e-10 0.000165 0.005101 0.043104 0.198414 0.631895 1.703669
2026-08-02 NaN 0.000101 0.004234 0.039931 0.194197 0.638731 1.761304
2026-08-09 NaN 0.000073 0.003884 0.039550 0.199679 0.671133 1.878595