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
2025-02-23 0.187903 0.207901 0.229899 0.256033 0.286416 0.320845 0.363131
2025-03-02 0.147833 0.173078 0.203148 0.242138 0.292156 0.355316 0.443035
2025-03-09 0.127200 0.155026 0.190140 0.238780 0.306224 0.399398 0.543626
2025-03-16 0.113702 0.142920 0.181491 0.237837 0.321202 0.445742 0.658706
2025-03-23 0.104305 0.134505 0.175905 0.239219 0.338440 0.497739 0.797698
2025-03-30 0.093380 0.122576 0.163676 0.228625 0.334800 0.514820 0.880651
2025-04-06 0.084911 0.113172 0.153878 0.220084 0.332488 0.532870 0.970801
2025-04-13 0.078160 0.105587 0.145906 0.213210 0.331519 0.552613 1.071319
2025-04-20 0.075092 0.103104 0.145316 0.218074 0.351680 0.617022 1.301802
2025-04-27 0.073127 0.102061 0.146771 0.226421 0.379569 0.704503 1.639589
2025-05-04 0.071140 0.100780 0.147651 0.233766 0.406785 0.798604 2.061684
2025-05-11 0.069029 0.099108 0.147678 0.239483 0.431695 0.895311 2.573978
2025-05-18 0.065762 0.095441 0.144181 0.238473 0.442799 0.963050 3.056004
2025-05-25 0.061193 0.089379 0.136136 0.227864 0.430847 0.965391 3.268158
2025-06-01 0.058298 0.085906 0.132349 0.225259 0.437058 1.022655 3.819401
2025-06-08 0.055940 0.083174 0.129646 0.224507 0.447575 1.097373 4.584535
2025-06-15 0.054078 0.081154 0.128047 0.225813 0.463457 1.196418 5.701742
2025-06-22 0.050852 0.076618 0.121528 0.216024 0.449088 1.186574 6.018841
2025-06-29 0.048111 0.072791 0.116101 0.208119 0.438617 1.188418 6.464079
2025-07-06 0.045761 0.069539 0.111557 0.201749 0.431408 1.200946 7.061835
2025-07-13 0.044938 0.068917 0.111923 0.206257 0.455095 1.345110 9.508368
2025-07-20 0.044531 0.069000 0.113630 0.213987 0.489846 1.557443 14.122121
2025-07-27 0.044014 0.068853 0.114866 0.220782 0.523646 1.791428 21.563345