Granger Causality

Structure Learning from Time Series with False Discovery Control Bernat Guillen Pegueroles, Bhanukiran Vinzamuri, Karthikeyan Shanmugam, Steve Hedden, Jonathan D. Moyer, Kush R. Varshney https://arxiv.org/abs/1805.09909

Inferring causation from time series in Earth system sciences(Runge et al. 2019)

References

Runge, Jakob, Sebastian Bathiany, Erik Bollt, Gustau Camps-Valls, Dim Coumou, Ethan Deyle, Clark Glymour, et al. 2019. “Inferring Causation from Time Series in Earth System Sciences.” Nature Communications 10 (1): 2553. https://doi.org/10.1038/s41467-019-10105-3.