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granger causality

55 papers

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Also known as

GC

Co-occurring keywords · papers mentioning both

causal inference (20) causal discovery (17) time series (12) hawkes process (8) graph neural network (6) neural network (6) time series analysis (6) event sequence (5) multivariate time series (4) vector autoregressive model (4)

Papers

Telling cause from effect in deterministic linear dynamical systems ICML 2015 A Cause and Effect Analysis of Motion Trajectories for Modeling Actions CVPR 2014 Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video CVPR 2014 Causal Inference on Time Series using Restricted Structural Equation Models NeurIPS 2013 Graphical Gaussian modelling of multivariate time series with latent variables AISTATS 2010