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Introduction to directed acyclic graphs (DAGs) for causal inference in R

November 9 @ 1:00 pm - 4:00 pm

  • « W19: AI Agents
  • Using the National Research Platform (NRP) for AI-enabled Research & Education »

Directed Acyclic Graphs (DAGs) have emerged as an important tool in causal modeling to understand the relationships among variables. DAGs can inform what variables should be included or excluded in a statistical model intended to minimize bias in the estimation of a causal effect. This workshop discusses the basics of DAGs used for causal inference and outlines simple rules one can follow to know which variables to include in a causal statistical model. The R package daggity will be discussed to visualize DAGs.

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Details

Date:
November 9
Time:
1:00 pm - 4:00 pm
Workshop Category:
Training workshop / Tutorial
  • Workshop Tags:causal inference; directed acyclic graphs; DAGs; R;
  • Website:
    https://oarc.ucla.edu/events/introduction-directed-acyclic-graphs-dags-causal-inference-r-0

    Venue

    • Zoom

    Organizer

    • Office of Advanced Research Computing
    • View Organizer Website

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    September 10 @ 9:00 am - 12:00 pm

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    September 11 @ 9:00 am - 12:00 pm

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    September 15
    September 15 @ 9:00 am - 12:00 pm

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    September 15 @ 9:00 am - 12:00 pm

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    Amazon Web Services (AWS) (1)Office of Advanced Research Computing (23)QCB Collaboratory (1)UCLA Health IT (3)UCLA Library (2)

    Tags

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