In this chapter, we explain the PC algorithm, which constructs a DAG based on tests of conditional independence. The algorithm enables efficient structure estimation, especially for high-dimensional data.

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PC Algorithm

  • Joe Suzuki

摘要

In this chapter, we explain the PC algorithm, which constructs a DAG based on tests of conditional independence. The algorithm enables efficient structure estimation, especially for high-dimensional data.