Measuring causal strengths from spatial cross-sectional data with geographical cross mapping cardinality

Tue, 16 Jun 2026 00:00:00 +0000

Figure 1. Demonstration of reconstructing embedding for spatial cross-sectional data (top) and schematic diagram of cross mapping in GCMC with the resulting intersectional cardinality (bottom).

Causal discovery in urban data with temporal empirical dynamic modeling: The R package tEDM

Mon, 30 Mar 2026 00:00:00 +0000

Figure 1. Schematic illustration of empirical dynamic modeling (top) and the standard workflow for causal discovery using the tEDM package (bottom).

Yongze Song | Shaoqing Dai

Measuring causal strengths from spatial cross-sectional data with geographical cross mapping cardinality

Causal discovery in urban data with temporal empirical dynamic modeling: The R package tEDM