Variable-lag Granger Causality for Time Series Analysis

Variable-lag Granger Causality for Time Series Analysis

18 December 2019

Chainarong Amornbunchornvej

Papers citing "Variable-lag Granger Causality for Time Series Analysis"

11 / 11 papers shown

Title
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 193 2 0 20 Feb 2025
Beyond Predictions in Neural ODEs: Identification and Interventions H. Aliee Fabian J. Theis Niki Kilbertus CML 84 24 0 23 Jun 2021
Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks Patrick Schwab Djordje Miladinovic W. Karlen CML 48 57 0 06 Feb 2018
Coordination Event Detection and Initiator Identification in Time Series Data Chainarong Amornbunchornvej Ivan Brugere Ariana Strandburg-Peshkin D. Farine M. Crofoot T. Berger-Wolf AI4TS 36 22 0 04 Mar 2016
Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model Elsa Siggiridou D. Kugiumtzis CML 49 98 0 11 Nov 2015
Telling cause from effect in deterministic linear dynamical systems Naji Shajarisales Dominik Janzing Bernhard Schölkopf M. Besserve AI4TS CML 60 50 0 04 Mar 2015
On Causal and Anticausal Learning Bernhard Schölkopf Dominik Janzing J. Peters Eleni Sgouritsa Kun Zhang Joris Mooij CML 81 607 0 27 Jun 2012
Sparse-GEV: Sparse Latent Space Model for Multivariate Extreme Value Time Serie Modeling Yan Liu M. T. Bahadori Hongfei Li AI4TS 68 33 0 18 Jun 2012
Directed Information Graphs Christopher J. Quinn Negar Kiyavash Todd P. Coleman CML 107 148 0 09 Apr 2012
The Total s-Energy of a Multiagent System Bernard Chazelle 101 95 0 09 Apr 2010
Causal inference using the algorithmic Markov condition Dominik Janzing Bernhard Schölkopf CML 133 306 0 23 Apr 2008