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
2026-02-22 3.621797e-02 0.045662 0.056488 0.069722 0.085361 0.103148 0.124798
2026-03-01 2.270412e-02 0.034408 0.049794 0.071035 0.099076 0.134277 0.181179
2026-03-08 1.398897e-02 0.025645 0.043202 0.070372 0.109965 0.164016 0.241559
2026-03-15 9.164702e-03 0.020287 0.039360 0.072075 0.123972 0.199909 0.315483
2026-03-22 6.143467e-03 0.016429 0.036410 0.074069 0.138429 0.238311 0.397939
2026-03-29 4.534025e-03 0.014435 0.035917 0.079767 0.159413 0.288937 0.503952
2026-04-05 3.026683e-03 0.011742 0.033064 0.080359 0.171697 0.327226 0.595045
2026-04-12 1.893531e-03 0.009170 0.029412 0.078295 0.178612 0.357190 0.675574
2026-04-19 9.933588e-04 0.006404 0.024003 0.070897 0.173894 0.366345 0.722465
2026-04-26 5.750479e-04 0.004898 0.021113 0.068170 0.177578 0.390271 0.795800
2026-05-03 2.824342e-04 0.003446 0.017516 0.062514 0.173901 0.399883 0.844626
2026-05-10 1.344256e-04 0.002461 0.014787 0.058138 0.171998 0.412285 0.899009
2026-05-17 7.228124e-05 0.001954 0.013578 0.057831 0.179768 0.445281 0.995385
2026-05-24 3.777947e-05 0.001573 0.012622 0.058019 0.188854 0.482071 1.102193
2026-05-31 1.669723e-05 0.001207 0.011407 0.056948 0.194610 0.512565 1.199452
2026-06-07 8.117345e-06 0.001003 0.010882 0.058099 0.206379 0.557082 1.327378
2026-06-14 3.777767e-06 0.000845 0.010488 0.059614 0.219399 0.605539 1.466419
2026-06-21 2.305247e-06 0.000801 0.010869 0.064307 0.242003 0.677251 1.656646
2026-06-28 7.923563e-07 0.000651 0.010252 0.064752 0.252559 0.722558 1.795800
2026-07-05 1.463282e-07 0.000484 0.009216 0.062992 0.256342 0.752570 1.905260
2026-07-12 2.472179e-09 0.000290 0.007406 0.056784 0.245342 0.746614 1.938845
2026-07-19 1.236716e-13 0.000201 0.006513 0.054499 0.246137 0.768868 2.033543
2026-07-26 NaN 0.000117 0.005306 0.049783 0.237877 0.767816 2.077475