Description

This analysis provides a forecast of KLAY 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
2026-06-14 0.028385 0.030523 0.032769 0.035309 0.038107 0.041101 0.044557
2026-06-21 0.024937 0.027986 0.031369 0.035423 0.040174 0.045596 0.052300
2026-06-28 0.022656 0.026153 0.030181 0.035200 0.041341 0.048682 0.058227
2026-07-05 0.021116 0.024931 0.029456 0.035279 0.042664 0.051843 0.064310
2026-07-12 0.019818 0.023842 0.028734 0.035205 0.043670 0.054554 0.069925
2026-07-19 0.018170 0.022180 0.027151 0.033868 0.042874 0.054778 0.072131
2026-07-26 0.017110 0.021176 0.026311 0.033395 0.043124 0.056334 0.076215
2026-08-02 0.016500 0.020703 0.026107 0.033721 0.044433 0.059387 0.082646
2026-08-09 0.016064 0.020421 0.026123 0.034321 0.046130 0.063074 0.090316
2026-08-16 0.015338 0.019707 0.025508 0.033986 0.046443 0.064734 0.094978
2026-08-23 0.014357 0.018597 0.024289 0.032716 0.045289 0.064087 0.095871
2026-08-30 0.013558 0.017701 0.023322 0.031750 0.044515 0.063942 0.097530
2026-09-06 0.012979 0.017118 0.022812 0.031486 0.044886 0.065765 0.102949
2026-09-13 0.012541 0.016716 0.022544 0.031577 0.045826 0.068597 0.110488
2026-09-20 0.012057 0.016223 0.022113 0.031384 0.046288 0.070662 0.116862
2026-09-27 0.011686 0.015872 0.021867 0.031452 0.047161 0.073468 0.124910
2026-10-04 0.011307 0.015490 0.021554 0.031389 0.047800 0.075906 0.132524
2026-10-11 0.010670 0.014701 0.020590 0.030234 0.046521 0.074839 0.133053
2026-10-18 0.010264 0.014241 0.020106 0.029825 0.046484 0.075998 0.138229
2026-10-25 0.010055 0.014065 0.020050 0.030106 0.047656 0.079464 0.148663
2026-11-01 0.009913 0.013986 0.020137 0.030625 0.049276 0.083908 0.161825
2026-11-08 0.009595 0.013623 0.019758 0.030336 0.049413 0.085487 0.168759
2026-11-15 0.009114 0.012991 0.018930 0.029237 0.047993 0.083874 0.168072