In this chapter, we explain the Peter–Clark (PC) algorithm, which constructs a directed acyclic graph (DAG) based on tests of conditional independence. The algorithm enables efficient structure estimation, particularly for high-dimensional data.

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The PC Algorithm

  • Joe Suzuki

摘要

In this chapter, we explain the Peter–Clark (PC) algorithm, which constructs a directed acyclic graph (DAG) based on tests of conditional independence. The algorithm enables efficient structure estimation, particularly for high-dimensional data.