Relationship between DAGs and probability distributions

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您将学习的技能

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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Works best on double speed (from settings menu of each video). Content is delivered in clear and relatable manner using interesting real world examples.

This course is quite useful for me to get quick understanding of the causality and causal inference in epidemiologic studies. Thanks to Prof. Roy.

从本节课中
Confounding and Directed Acyclic Graphs (DAGs)
This module introduces directed acyclic graphs. By understanding various rules about these graphs, learners can identify whether a set of variables is sufficient to control for confounding.

教学方

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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