Description

This analysis provides a forecast of DIA 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
2026-01-11 0.249069 0.269291 0.291119 0.316562 0.345571 0.377815 0.416648
2026-01-18 0.227348 0.254340 0.285086 0.323119 0.369499 0.425035 0.497860
2026-01-25 0.204131 0.233641 0.268508 0.313480 0.371084 0.444089 0.546589
2026-02-01 0.185453 0.215914 0.252914 0.302209 0.367874 0.455080 0.584920
2026-02-08 0.173147 0.204615 0.243783 0.297512 0.371718 0.474747 0.637287
2026-02-15 0.168057 0.201728 0.244736 0.305621 0.393142 0.520973 0.736988
2026-02-22 0.160027 0.194328 0.238994 0.303763 0.399812 0.545909 0.807358
2026-03-01 0.152436 0.186929 0.232588 0.300181 0.403199 0.565723 0.872531
2026-03-08 0.144666 0.178790 0.224560 0.293467 0.400883 0.575642 0.921232
2026-03-15 0.138382 0.172301 0.218376 0.288879 0.401251 0.589794 0.980952
2026-03-22 0.135681 0.170554 0.218700 0.293953 0.417464 0.633521 1.112931
2026-03-29 0.135249 0.171893 0.223451 0.306083 0.446590 0.705435 1.332360
2026-04-05 0.130589 0.167176 0.219304 0.304266 0.452273 0.735026 1.465471
2026-04-12 0.127976 0.165258 0.219182 0.308895 0.469930 0.792117 1.699060
2026-04-19 0.121970 0.158126 0.210784 0.299223 0.460215 0.789508 1.756924
2026-04-26 0.116106 0.150981 0.202042 0.288431 0.447419 0.778328 1.784637
2026-05-03 0.112145 0.146495 0.197194 0.283928 0.446241 0.793319 1.908503
2026-05-10 0.111235 0.146491 0.199277 0.291412 0.469203 0.869148 2.301729
2026-05-17 0.108318 0.143339 0.196224 0.289657 0.473371 0.900020 2.542723
2026-05-24 0.105237 0.139824 0.192427 0.286314 0.473894 0.921712 2.762251
2026-05-31 0.101721 0.135524 0.187191 0.280060 0.467686 0.924450 2.893804
2026-06-07 0.098802 0.132053 0.183164 0.275785 0.465356 0.937606 3.096024
2026-06-14 0.097852 0.131583 0.184000 0.280508 0.483146 1.011877 3.747670