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
2026-05-03 2.960066e-02 0.036918 0.045297 0.055540 0.067659 0.081475 0.098348
2026-05-10 1.723471e-02 0.025627 0.036648 0.051907 0.072176 0.097833 0.132371
2026-05-17 1.097913e-02 0.019408 0.032024 0.051590 0.080332 0.120049 0.177906
2026-05-24 7.223321e-03 0.015151 0.028604 0.051754 0.088926 0.144283 0.230376
2026-05-31 4.717799e-03 0.011772 0.025312 0.051016 0.095768 0.166971 0.284139
2026-06-07 3.287805e-03 0.009691 0.023472 0.052033 0.105369 0.195101 0.349815
2026-06-14 2.323519e-03 0.008084 0.021925 0.053050 0.114977 0.224432 0.420956
2026-06-21 1.806820e-03 0.007294 0.021805 0.056759 0.130023 0.264771 0.514627
2026-06-28 1.275974e-03 0.006102 0.020287 0.057067 0.138477 0.294459 0.593298
2026-07-05 8.548193e-04 0.004925 0.018310 0.055743 0.143257 0.317840 0.663129
2026-07-12 4.887952e-04 0.003567 0.015164 0.050609 0.138822 0.322945 0.700149
2026-07-19 3.092526e-04 0.002816 0.013483 0.048679 0.141004 0.341053 0.762819
2026-07-26 1.681150e-04 0.002038 0.011278 0.044652 0.137679 0.347984 0.805857
2026-08-02 9.008690e-05 0.001494 0.009573 0.041491 0.135803 0.357726 0.855590
2026-08-09 5.556016e-05 0.001219 0.008828 0.041150 0.141174 0.384004 0.941506
2026-08-16 3.460948e-05 0.001013 0.008264 0.041242 0.147756 0.413814 1.037539
2026-08-23 1.988119e-05 0.000816 0.007571 0.040609 0.152170 0.439117 1.126288
2026-08-30 1.258175e-05 0.000703 0.007279 0.041435 0.161029 0.475976 1.243127
2026-09-06 7.815674e-06 0.000607 0.007009 0.042267 0.170083 0.514284 1.366218
2026-09-13 5.890290e-06 0.000581 0.007232 0.045331 0.186658 0.572874 1.538853
2026-09-20 3.337335e-06 0.000490 0.006857 0.045584 0.194301 0.609731 1.665052
2026-09-27 1.559075e-06 0.000388 0.006248 0.044486 0.197306 0.635013 1.766673
2026-10-04 4.201147e-07 0.000258 0.005125 0.040243 0.188669 0.628759 1.794368