Data & Policy (Jan 2025)

Bayesian causal discovery for policy decision making

  • Catarina Moreira,
  • Ngoc Lan Chi Nguyen,
  • Gilad Francis,
  • Hadi Mohasel Afshar,
  • Anna Lopatnikova,
  • Sally Cripps,
  • Roman Marchant

DOI
https://doi.org/10.1017/dap.2024.93
Journal volume & issue
Vol. 7

Abstract

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This paper demonstrates how learning the structure of a Bayesian network, often used to predict and represent causal pathways, can be used to inform policy decision-making.

Keywords