Causal Inference for Time series Analysis: Problems, Methods and
Evaluation

Causal Inference for Time series Analysis: Problems, Methods and Evaluation

11 February 2021

Mansooreh Karami

Anchit Bhattacharya

Huan Liu

Papers citing "Causal Inference for Time series Analysis: Problems, Methods and Evaluation"

6 / 6 papers shown

Title
Causal Identification in Time Series Models Erik Jahn Karthik Karnik Leonard J. Schulman CML AI4TS 59 0 0 28 Apr 2025
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 61 2 0 20 Feb 2025
CausalMMM: Learning Causal Structure for Marketing Mix Modeling Chang Gong Di Yao Lei Zhang Sheng Chen Wenbin Li Yueyang Su Jingping Bi 22 4 0 24 Jun 2024
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 73 508 0 29 Nov 2016
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves Yanbo Xu Yanxun Xu S. Saria CML 43 38 0 18 Aug 2016
Discovering Graphical Granger Causality Using the Truncating Lasso Penalty Ali Shojaie George Michailidis CML 63 214 0 03 Jul 2010