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How does one achieve causal discovery from interventions?
in Data Science by Diamond (62,028 points) | 4 views

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Causal discovery has traditionally been performed by experts who come up with the DAGs that reprsent the causal structure, methods have been developed that can extract/infer causal structure from observational data. Examples among others are:

  • PC-Algorithm
  • Convservative PC-Algorithm
  • GES-Algorithm
  • Independent Component Analysis - LiNGAM

source: https://www.its.caltech.edu/~fehardt/papers/PhDthesis.pdf

by Diamond (62,028 points)

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