Causal Diagrams for Empirical Research

Article English OPEN
Pearl, Judea;
  • Publisher: eScholarship, University of California
  • Subject: interventions treatment effect | Causal inference | graph models
    acm: ComputerApplications_COMPUTERSINOTHERSYSTEMS
    arxiv: Computer Science::Databases

The primary aim of this paper is to show how graphical models can be used as a mathematical language for integrating statistical and subject-matter information. In particular, the paper develops a principled, nonparametric framework for causal inference, in which diagra... View more
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