factorization methods for discrete sequential esti future state depends only on a finite number of past states: \[ P(X_t | X_{1:t-1}) \approx P(X_t | X_{t-k:t-1}) \] for some order \( k \). First-order Markov Chain: \[ P(X_1, ..., X_T) = P(X_1) \prod_{t=2 T Toby Jacobs Oct 17, 2025
Chronological Sequential Order Example time. 2. Historical Accounts History is often presented in chronological order to help readers understand how events unfold over years, decades, or centuries. For instance, a summary of World War II might begi M Mona Hoppe May 2, 2026
