BSTVC

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BSTVC-Desktop is a powerful tool for ante-hoc spatiotemporal interpretable analysis. Using a unified full-map framework, it reveals local spatiotemporal heterogeneity in influencing factors, identifies key global drivers, and enables dynamic prediction, integrating local and global spatiotemporal interpretability in a single workflow.

BSTVC-R is an R package for spatiotemporal heterogeneous analysis within a unified full-map framework. It supports the analysis of locally varying influencing factors, identification of key global drivers, and dynamic prediction, providing a programmable and reproducible workflow for spatiotemporal interpretable modeling.

BSTVC-Shiny is an interactive web application for Bayesian spatiotemporally varying coefficient analysis. It provides a browser-based workflow for model fitting, visualization, interpretation, and prediction, enabling users to explore spatial and temporal heterogeneity without complex programming or local software installation, directly in R.

Real-time BSTVC process monitor for Windows — find your optimal thread count and solve models faster.