Description

This analysis provides a forecast of MARA 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
2025-12-21 6.888970 8.017999 9.237228 10.647291 12.228510 13.942321 15.935563
2025-12-28 5.454411 6.979312 8.750787 10.943317 13.565458 16.581603 20.292880
2026-01-04 4.561819 6.281754 8.394159 11.143588 14.588404 18.720717 24.007282
2026-01-11 3.866080 5.677904 8.013026 11.184754 15.315312 20.442827 27.210840
2026-01-18 3.203339 5.004590 7.434582 10.868688 15.501738 21.432941 29.481971
2026-01-25 2.700625 4.472532 6.966894 10.622304 15.713391 22.411790 31.726002
2026-02-01 2.281395 3.999270 6.518858 10.340514 15.823712 23.222372 33.741359
2026-02-08 1.940768 3.596260 6.122405 10.081295 15.921712 23.988583 35.693407
2026-02-15 1.640687 3.215069 5.714114 9.758152 15.887146 24.544009 37.349755
2026-02-22 1.471208 3.027009 5.582035 9.830949 16.417893 25.896201 40.142132
2026-03-01 1.317013 2.844133 5.437336 9.865330 16.880650 27.155474 42.832501
2026-03-08 1.192187 2.697128 5.335279 9.953390 17.419230 28.533685 45.726937
2026-03-15 1.065538 2.531995 5.189652 9.962914 17.840669 29.763964 48.466182
2026-03-22 0.994637 2.466355 5.210842 10.248656 18.708711 31.691311 52.290840
2026-03-29 0.917486 2.377135 5.179691 10.438618 19.424981 33.405889 55.843487
2026-04-05 0.829159 2.251599 5.068469 10.477647 19.889328 34.740823 58.855695
2026-04-12 0.711797 2.044141 4.780477 10.178046 19.767210 35.145918 60.450765
2026-04-19 0.616504 1.871005 4.540641 9.944557 19.737442 35.685244 62.256037
2026-04-26 0.530044 1.703747 4.294322 9.677581 19.629470 36.085512 63.844232
2026-05-03 0.456419 1.554914 4.069577 9.432053 19.540412 36.504308 65.462669
2026-05-10 0.387503 1.404736 3.824699 9.126065 19.321692 36.692833 66.707736
2026-05-17 0.353469 1.344076 3.770614 9.194989 19.784135 38.028704 69.834965
2026-05-24 0.320365 1.279906 3.701713 9.227542 20.177842 39.256747 72.813778