We seek new fundamental insights into the coupling between Earth system components on time scales ranging from the present to hundreds of millions of years into the past.
Our approach is to develop and test data-driven techniques for quantifying complex interactions directly from observed records.
Our tools are relevant to any field of research where time series are used to study the dynamics of natural systems.
A Julia package for computing causal estimators from time series data.
A simple and robust test for causal directionality in complex systems.
A Julia package for working with uncertain values and datasets.