CausalityTools is a Julia package for detecting dynamical coupling and causal inference based on time series data.
A new method for analysing causality
in dynamical systems
We seek new fundamental insights into the coupling between Earth system components. Our approach is to develop and test data-driven techniques for quantifying complex interactions from observed records of natural systems.
Earth system history, Quantitative paleo-/geobiology, Causality in dynamical systems
Theoretical physics, Dynamical systems, Mathematical modeling of biological processes
Climate system interactions, Paleoclimate reconstruction, Geochronology
Causality in dynamical systems, Paleoclimate analysis, Geochemistry, Software development