Network inference via process motifs for lagged correlation in linear stochastic processes

Alice C. Schwarze, Sara M. Ichinaga, Bingni W. Brunton

A major challenge for causal inference from time-series data is the trade-off between computational feasibility and accuracy. Motivated by process motifs for lagged covariance in a…