Description

This analysis provides a forecast of ALGO 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
2025-03-30 0.153419 0.168322 0.184550 0.203622 0.225538 0.250071 0.279806
2025-04-06 0.125431 0.145140 0.168288 0.197842 0.235104 0.281273 0.344025
2025-04-13 0.107761 0.129326 0.156027 0.192230 0.241201 0.306974 0.405420
2025-04-20 0.099332 0.122911 0.153449 0.197097 0.260031 0.351258 0.501554
2025-04-27 0.093993 0.119417 0.153666 0.204995 0.283517 0.406026 0.628482
2025-05-04 0.089364 0.116125 0.153421 0.211711 0.305822 0.463206 0.777967
2025-05-11 0.084870 0.112421 0.151955 0.216058 0.324698 0.518508 0.944522
2025-05-18 0.079630 0.107085 0.147403 0.214751 0.333558 0.557494 1.092965
2025-05-25 0.073244 0.099516 0.138717 0.205565 0.326885 0.564861 1.171128
2025-06-01 0.068686 0.094328 0.133231 0.201036 0.327897 0.587856 1.299464
2025-06-08 0.065371 0.090773 0.129984 0.199912 0.335062 0.625531 1.488199
2025-06-15 0.063081 0.088620 0.128770 0.202160 0.349122 0.682301 1.770969
2025-06-22 0.058939 0.083398 0.122289 0.194483 0.342340 0.689369 1.898897
2025-06-29 0.055356 0.078884 0.116714 0.188024 0.337418 0.700717 2.056492
2025-07-06 0.052263 0.074981 0.111906 0.182554 0.333882 0.715151 2.242107
2025-07-13 0.051106 0.074144 0.112260 0.187023 0.353320 0.798897 2.829274
2025-07-20 0.050467 0.074102 0.113972 0.194348 0.380858 0.917603 3.791166
2025-07-27 0.049681 0.073754 0.115091 0.200579 0.407106 1.044795 5.102168
2025-08-03 0.048624 0.072874 0.115165 0.204610 0.428641 1.167034 6.761490
2025-08-10 0.046947 0.070828 0.112929 0.203397 0.435948 1.240285 8.246770
2025-08-17 0.044454 0.067244 0.107598 0.194872 0.421598 1.221638 8.627932
2025-08-24 0.042656 0.064808 0.104313 0.190666 0.418994 1.252406 9.840967
2025-08-31 0.041357 0.063191 0.102497 0.189621 0.425438 1.326421 12.162087