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"

12 / 12 papers shown

Title
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 93 2 0 20 Feb 2025
Transformers with Sparse Attention for Granger Causality Riya Mahesh Rahul Vashisht Chandrashekar Lakshminarayanan CML 70 1 0 20 Nov 2024
Neural Structure Learning with Stochastic Differential Equations Benjie Wang Joel Jennings Wenbo Gong CML AI4TS 25 3 0 06 Nov 2023
Hawkes Processes with Delayed Granger Causality Chao Yang Hengyuan Miao Shuang Li 20 0 0 11 Aug 2023
Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise Wenbo Gong Joel Jennings Chen Zhang Nick Pawlowski AI4TS CML 21 25 0 26 Oct 2022
Robust Causality and False Attribution in Data-Driven Earth Science Discoveries Elizabeth Eldhose Tejasvi Chauhan V. Chandel Subimal Ghosh P. N. N. Laboratory 14 2 0 26 Sep 2022
AI in Finance: Challenges, Techniques and Opportunities LongBing Cao AIFin 38 241 0 20 Jul 2021
Beyond Predictions in Neural ODEs: Identification and Interventions H. Aliee Fabian J. Theis Niki Kilbertus CML 43 24 0 23 Jun 2021
Causal Inference for Time series Analysis: Problems, Methods and Evaluation Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir A. Raglin Huan Liu CML AI4TS 82 104 0 11 Feb 2021
Propagation Graph Estimation from Individual's Time Series of Observed States Tatsuya Hayashi Atsuyoshi Nakamura AI4TS 14 1 0 11 May 2020
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis Chainarong Amornbunchornvej Elena Zheleva T. Berger-Wolf CML 21 45 0 01 Feb 2020
The Total s-Energy of a Multiagent System Bernard Chazelle 79 95 0 09 Apr 2010