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Anchit Bhattacharya
Researcher at Arizona State University
Publications - 2
Citations - 17
Anchit Bhattacharya is an academic researcher from Arizona State University. The author has contributed to research in topics: Time series & Causal inference. The author has an hindex of 1, co-authored 2 publications receiving 1 citations.
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Causal inference for time series analysis: problems, methods and evaluation
Raha Moraffah,Paras Sheth,Mansooreh Karami,Anchit Bhattacharya,Qianru Wang,Anique Tahir,Adrienne Raglin,Huan Liu +7 more
TL;DR: In this paper, the authors focus on two causal inference tasks, i.e., treatment effect estimation and causal discovery for time series data and provide a comprehensive review of the approaches in each task.
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Causal Inference for Time series Analysis: Problems, Methods and Evaluation
Raha Moraffah,Paras Sheth,Mansooreh Karami,Anchit Bhattacharya,Qianru Wang,Anique Tahir,Adrienne Raglin,Huan Liu +7 more
TL;DR: In this article, treatment effect estimation and causal discovery for time series data are studied, and a list of commonly used evaluation metrics and datasets for each task is provided. And a comprehensive review of the approaches in each task can be found in Table 1.