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
2025-05-18 0.177472 0.195393 0.215047 0.238331 0.265326 0.295845 0.333246
2025-05-25 0.142870 0.165973 0.193362 0.228723 0.273917 0.330818 0.409699
2025-06-01 0.123378 0.148755 0.180543 0.224271 0.284523 0.367341 0.495123
2025-06-08 0.111068 0.137815 0.172798 0.223460 0.297825 0.408242 0.596453
2025-06-15 0.102650 0.130458 0.168183 0.225309 0.314053 0.455649 0.721850
2025-06-22 0.092256 0.119137 0.156512 0.214873 0.309236 0.467902 0.789370
2025-06-29 0.084404 0.110530 0.147652 0.207231 0.307146 0.483617 0.868235
2025-07-06 0.078371 0.103945 0.141012 0.202046 0.308013 0.504348 0.965075
2025-07-13 0.075885 0.102248 0.141419 0.208043 0.329023 0.567935 1.189502
2025-07-20 0.074026 0.101277 0.142761 0.215629 0.354123 0.646605 1.500241
2025-07-27 0.072157 0.100106 0.143610 0.222368 0.378745 0.731716 1.894779
2025-08-03 0.070202 0.098627 0.143780 0.227829 0.401746 0.820676 2.387223
2025-08-10 0.067045 0.095120 0.140432 0.226668 0.411182 0.880463 2.844447
2025-08-17 0.062670 0.089417 0.132985 0.216982 0.400303 0.882159 3.048437
2025-08-24 0.059575 0.085616 0.128537 0.212681 0.401139 0.918708 3.489549
2025-08-31 0.057308 0.083035 0.126009 0.211889 0.410129 0.983852 4.217504
2025-09-07 0.055610 0.081284 0.124797 0.213596 0.425551 1.076812 5.364353
2025-09-14 0.052384 0.076802 0.118396 0.203907 0.410455 1.059033 5.591122
2025-09-21 0.049749 0.073208 0.113411 0.196803 0.401181 1.060400 6.032105
2025-09-28 0.047611 0.070365 0.109643 0.191981 0.397309 1.081540 6.767015
2025-10-05 0.047015 0.070129 0.110649 0.197559 0.422717 1.230308 9.747160
2025-10-12 0.046618 0.070209 0.112240 0.204608 0.453998 1.425842 15.385276
2025-10-19 0.046122 0.070083 0.113420 0.210865 0.484625 1.644057 25.706389