structural vector autoregressive analysis themes plex, high-dimensional datasets without sacrificing interpretability. Methodological Advancements and Themes Beyond foundational concepts, several methodological themes have emerged, reflecting ongoing innovation in SVAR analysis. 1. Bayesian Structural VARs Bayesian frameworks facilitate inc J Josefa Emmerich Aug 13, 2025