From Time to Space: Empirical Dynamic Models (EDM)
Spatial Causal Discovery
Preface
Foundations of R and Spatial Data
1
Introduction to R
2
Spatial Data In R
From Granger to Transfer Entropy: Foundations of Temporal Causality
3
Granger Causality
4
Transfer Entropy
From Time to Space: Empirical Dynamic Models (EDM)
5
Temporal Empirical Dynamic Modeling
6
Spatial Empirical Dynamic Modeling
Information-Theoretic Perspectives: spatial Entropy and SURD
7
Spatial Entropy
8
Synergistic-Unique-Redundant Decomposition of Causality
References
From Time to Space: Empirical Dynamic Models (EDM)
Code
4
Transfer Entropy
5
Temporal Empirical Dynamic Modeling
Source Code
# From Time to Space: Empirical Dynamic Models (EDM)