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Inferring causal relations from multivariate data using Large-Scale Augmented Granger Causality (lsAGC)

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Causal inference from high-dimensional and short time-series data is crucial to scientific discovery across diverse fields. Yet, standard approaches frequently fail under these constraints. We propose Large-scale Augmented Granger Causality (lsAGC), integratin... ...