Package edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag

Class Cpc

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.AbstractBootstrapAlgorithm
edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag.Cpc
All Implemented Interfaces:
Algorithm, ReturnsBootstrapGraphs, TakesCovarianceMatrix, HasKnowledge, HasParameters, TakesIndependenceWrapper, TetradSerializable, Serializable
@Algorithm(name="CPC", command="cpc", algoType=forbid_latent_common_causes) @Bootstrapping public class Cpc extends AbstractBootstrapAlgorithm implements Algorithm, HasKnowledge, TakesIndependenceWrapper, ReturnsBootstrapGraphs, TakesCovarianceMatrix
Conservative PC (CPC). This version of PC will orient unshielded colliders by listing all subsets S for unshielded X--Y--Z, for S subset of adj(X) \ {Z} or adj(Z) \ {X}. It then looks to see whether the facts X _||_ Z | S that test as true all contain or do not contain Y.
Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

    • Cpc

      public Cpc()
      This class represents the constructor for the Cpc class. It is used to create an instance of the Cpc class.

    • Cpc

      public Cpc(IndependenceWrapper test)
      This class represents the constructor for the Cpc class. It is used to create an instance of the Cpc class.
      Parameters:
      test - The IndependenceWrapper object.

  • Method Details

    • getComparisonGraph

      public Graph getComparisonGraph(Graph graph)
      Retrieves the comparison graph for the given true directed graph.
      Specified by:
      getComparisonGraph in interface Algorithm
      Parameters:
      graph - The true directed graph, if there is one.
      Returns:
      The comparison graph.

    • getDescription

      public String getDescription()
      Returns a short, one-line description of this algorithm. This will be printed in the report.
      Specified by:
      getDescription in interface Algorithm
      Returns:
      This description.

    • getDataType

      public DataType getDataType()
      Returns the data type that the search requires, whether continuous, discrete, or mixed.
      Specified by:
      getDataType in interface Algorithm
      Returns:
      The data type required for the search.

    • getParameters

      public List<String> getParameters()
      Retrieves the list of parameters used in this method.
      Specified by:
      getParameters in interface HasParameters
      Returns:
      The list of parameters, represented as strings.

    • getKnowledge

      public Knowledge getKnowledge()
      Retrieves the knowledge associated with this object.
      Specified by:
      getKnowledge in interface HasKnowledge
      Returns:
      The knowledge associated with this object.

    • setKnowledge

      public void setKnowledge(Knowledge knowledge)
      Sets the knowledge associated with this object.
      Specified by:
      setKnowledge in interface HasKnowledge
      Parameters:
      knowledge - the knowledge object to be set

    • getIndependenceWrapper

      public IndependenceWrapper getIndependenceWrapper()
      Retrieves the IndependenceWrapper associated with this object.
      Specified by:
      getIndependenceWrapper in interface TakesIndependenceWrapper
      Returns:
      The IndependenceWrapper object.

    • setIndependenceWrapper

      public void setIndependenceWrapper(IndependenceWrapper test)
      Sets the independence wrapper for the algorithm.
      Specified by:
      setIndependenceWrapper in interface TakesIndependenceWrapper
      Parameters:
      test - the independence wrapper.