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Causal Inference for Time Series and Sequential Data

Machine Learning
AI Causal Machine Learning Research
Causal Inference for Time Series and Sequential Data
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Machine LearningAI Causal Machine Learning Research

Causal Inference for Time Series and Sequential Data

Interns will research causal inference methods applied to temporal and sequential data, including Granger causality, vector autoregression, and time-series causal discovery. They will implement algorithms to detect dynamic causal relationships and handle temporal dependencies in observational data.

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