Package edu.cmu.tetrad.search.work_in_progress

Class SepsetMapDci

java.lang.Object

edu.cmu.tetrad.search.work_in_progress.SepsetMapDci

public final class SepsetMapDci
extends Object

This is the same as the usual SepsetMap described below, but also keeps up with the individual sets of conditioning nodes for d-separation relations for use with the Distributed Causal Inference (DCI) algorithm.

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 means 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 independendence in models ideally should be.> 0

Author:

Robert Tillman

Constructor Summary

Constructors

Constructor	Description
SepsetMapDci()
SepsetMapDci(SepsetMapDci map)

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object o)
LinkedHashSet<Node>	get(Node x)
Set<Node>	get(Node x, Node y)	Retrieves the sepset previously set for {x, y}, or null if no such set was previously set.
Set<Set<Node>>	getSeparatedPairs()
Set<Set<Node>>	getSet(Node x, Node y)	Retrieves the set of all condioning sets for {x, y} or null if no such set was ever set
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)
int	size()
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Details

SepsetMapDci

public SepsetMapDci()

SepsetMapDci

public SepsetMapDci(SepsetMapDci 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 x,
 Node y)

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

getSet

public Set<Set<Node>> getSet(Node x,
 Node y)

Retrieves the set of all condioning sets for {x, y} or null if no such set was ever set

set

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

get

public LinkedHashSet<Node> get(Node x)

getSeparatedPairs

public Set<Set<Node>> getSeparatedPairs()

equals

public boolean equals(Object o)

Overrides:

equals in class Object

size

public int size()

toString

public String toString()

Overrides:

toString in class Object