What's new in this version:

Fixed Markov Transition Matrix Logic: Corrected a sliding-window data structure flaw where mathematical multi-sampling distorted the transition statistics between bars. Sequential bar-by-bar chronological processing is now properly implemented.

Resolved Matrix Power Calculations: Fixed an exponential multiplication overflow issue in the long-run stationary distribution algorithm (\(M^{StationaryPower}\)). The Markov chain matrix multiplication now utilizes a secure temporary matrix buffer, ensuring the long-run Bull, Bear, and Sideways probabilities always converge stably to exactly 100%.