Description

This analysis provides a forecast of OM 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
2025-08-10 0.152789 0.180902 0.213910 0.255836 0.308113 0.371729 4.558924e-01
2025-08-17 0.111373 0.143060 0.184211 0.242555 0.324781 0.439080 6.146626e-01
2025-08-24 0.089287 0.123077 0.171038 0.246229 0.365277 0.554124 8.932605e-01
2025-08-31 0.072888 0.106908 0.159196 0.249155 0.408410 0.696739 1.307419e+00
2025-09-07 0.060977 0.094622 0.150266 0.254841 0.461475 0.890012 1.976150e+00
2025-09-14 0.051653 0.084333 0.142131 0.260178 0.519824 1.138192 3.041980e+00
2025-09-21 0.043080 0.073421 0.130252 0.255127 0.557840 1.379674 4.458765e+00
2025-09-28 0.033687 0.059094 0.108580 0.222975 0.520181 1.409063 5.292195e+00
2025-10-05 0.029629 0.053991 0.103973 0.227753 0.581952 1.800467 8.544583e+00
2025-10-12 0.026790 0.050696 0.102370 0.239728 0.675167 2.425204 1.531586e+01
2025-10-19 0.024080 0.047115 0.099283 0.247222 0.763765 3.185320 2.753369e+01
2025-10-26 0.021765 0.043921 0.096334 0.254440 0.861503 4.198173 5.214329e+01
2025-11-02 0.019115 0.039602 0.089921 0.250158 0.920498 5.204277 9.510771e+01
2025-11-09 0.016578 0.035081 0.081936 0.237965 0.939819 6.064567 1.626185e+02
2025-11-16 0.015034 0.032653 0.078980 0.242168 1.048255 8.098648 3.946554e+02
2025-11-23 0.013673 0.030421 0.076037 0.245547 1.163266 10.842640 1.112003e+03
2025-11-30 0.012563 0.028621 0.073915 0.251564 1.309548 15.031830 4.340190e+03
2025-12-07 0.011579 0.026971 0.071839 0.257181 1.470076 21.036076 2.689920e+04
2025-12-14 0.010493 0.024856 0.067800 0.252491 1.555665 26.856601 2.236010e+05
2025-12-21 0.009006 0.021420 0.058762 0.220936 1.386617 25.110908 3.963430e+05
2025-12-28 0.008406 0.020372 0.057406 0.225832 1.548975 35.648955 3.432624e+08
2026-01-04 0.007986 0.019765 0.057403 0.237832 1.811556 56.592548 NaN
2026-01-11 0.007529 0.018975 0.056572 0.245381 2.056551 87.005313 NaN