Package edu.cmu.tetrad.search.utils

Class SepsetMap

java.lang.Object

edu.cmu.tetrad.search.utils.SepsetMap

All Implemented Interfaces:

TetradSerializable, Serializable

public final class SepsetMap
extends Object
implements TetradSerializable

Stores a map from pairs of nodes to separating sets--that is, for each unordered pair of nodes {node1, node2} in a graph, stores a set of nodes conditional on which node1 and node2 are independent (where the nodes are considered as variables) or stores null if the pair was not judged to be independent. (Note that if a sepset is non-null and empty, that should mean that the compared nodes were found to be independent conditional on the empty set, whereas if a sepset is null, that should mean that no set was found yet conditional on which the compared nodes are independent. So at the end of the search, a null sepset carries different information from an empty sepset.)> 0

We cast the variable-like objects to Node to allow them either to be variables explicitly or else to be graph nodes that in some model could be considered as variables. This allows us to use d-separation as a graphical indicator of what independence in models ideally should be.> 0

Author:

josephramsey

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
SepsetMap()	Constructor.
SepsetMap(SepsetMap map)	Copy constructor.

Method Summary

Modifier and Type	Method	Description
void	addAll(SepsetMap newSepsets)	Adds all entries in the given sepset map to the current one.
boolean	equals(Object o)	Checks equality of this to another sepset map.
HashSet<Node>	get(Node x)	Returns the parents of the node x.
Set<Node>	get(Node a, Node b)	Retrieves the sepset previously set for {a, b}, or null if no such set was previously set.
double	getPValue(Node x, Node y)	Looks up the p-value for {x, y}
static SepsetMap	serializableInstance()	Generates a simple exemplar of this class to test serialization.
void	set(Node x, Node y, Set<Node> z)	Sets the sepset for {x, y} to be z.
void	set(Node x, LinkedHashSet<Node> z)	Sets the parents of x to the (ordered) set z.
int	size()	Returns the number of {x, y} in the key set of the map.
String	toString()	Returns a string representation of this sepset map.

Methods inherited from class java.lang.Object

clone, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Details

SepsetMap

public SepsetMap()

Constructor.

SepsetMap

public SepsetMap(SepsetMap map)

Copy constructor.

Parameters:

map - A given sepset map.

Method Details

serializableInstance

public static SepsetMap serializableInstance()

Generates a simple exemplar of this class to test serialization.

set

public void set(Node x,
 Node y,
 Set<Node> z)

Sets the sepset for {x, y} to be z. Note that {x, y} is unordered.

get

public Set<Node> get(Node a,
 Node b)

Retrieves the sepset previously set for {a, b}, or null if no such set was previously set.

getPValue

public double getPValue(Node x,
 Node y)

Looks up the p-value for {x, y}

set

public void set(Node x,
 LinkedHashSet<Node> z)

Sets the parents of x to the (ordered) set z.

get

public HashSet<Node> get(Node x)

Returns the parents of the node x.

equals

public boolean equals(Object o)

Checks equality of this to another sepset map.

Overrides:

equals in class Object

size

public int size()

Returns the number of {x, y} in the key set of the map.

toString

public String toString()

Returns a string representation of this sepset map.

Overrides:

toString in class Object

addAll

public void addAll(SepsetMap newSepsets)

Adds all entries in the given sepset map to the current one.