SEP 4, 2026 · PREPRINT
Beyond Stationarity in Time Series: Discovering Causal Structures and Latent Regimes via Markov Blankets
arXiv
This is an unrefereed preprint describing a novel computational algorithm with theoretical guarantees and validation on simulated and real-world data, but lacks clinical or patient outcomes and has not undergone peer review.
Study details
InterventionRegime-aware Constraint-Based and Noise-Bas…
ComparatorBaseline causal discovery approaches (unspe…