Enum Class ConditioningSetType

java.lang.Object
java.lang.Enum<ConditioningSetType>
edu.cmu.tetrad.search.ConditioningSetType
All Implemented Interfaces:
Serializable, Comparable<ConditioningSetType>, Constable

public enum ConditioningSetType extends Enum<ConditioningSetType>
The type of conditioning set to use for the Markov check. The default is LOCAL_MARKOV, which uses the parents of the target variable to predict the separation set.

All of these options are available for DAG models as well as latent variable models. M-separation is used to determine if two variables are independent given a conditioning set or dependent given a conditioning set, which is a correct procedure in both cases. The conditioning set is the set of variables that are conditioned on in the independence test.

Version:
$Id: $Id
Author:
josephramsey
See Also:
  • Enum Constant Details

    • GLOBAL_MARKOV

      public static final ConditioningSetType GLOBAL_MARKOV
      Testing all possible independence facts implied by the graph. Some independence facts obtained in this way may be for implied dependencies.
    • LOCAL_MARKOV

      public static final ConditioningSetType LOCAL_MARKOV
      Testing independence facts implied by the graph, conditioning on the parents of each variable in the graph. Some independence facts obtained in this way may be for implied dependencies.
    • MARKOV_BLANKET

      public static final ConditioningSetType MARKOV_BLANKET
      Conditioning on the Markov blanket of each variable in the graph. These are all conditional independence facts, so no conditional dependence facts will be listed if this option is selected.
    • ORDERED_LOCAL_MARKOV

      public static final ConditioningSetType ORDERED_LOCAL_MARKOV
      Testing independence facts implied by the graph, conditioning on the parents of each variable in the graph, in a causal order of the graph. Some independence facts obtained in this way may be for implied dependencies.
  • Method Details

    • values

      public static ConditioningSetType[] values()
      Returns an array containing the constants of this enum class, in the order they are declared.
      Returns:
      an array containing the constants of this enum class, in the order they are declared
    • valueOf

      public static ConditioningSetType valueOf(String name)
      Returns the enum constant of this class with the specified name. The string must match exactly an identifier used to declare an enum constant in this class. (Extraneous whitespace characters are not permitted.)
      Parameters:
      name - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      IllegalArgumentException - if this enum class has no constant with the specified name
      NullPointerException - if the argument is null