Uses of Class
com.tdunning.math.stats.TDigest

Uses of TDigest in com.tdunning.math.stats

Subclasses of TDigest in com.tdunning.math.stats

Modifier and Type	Class and Description
class	AbstractTDigest
class	ArrayDigest Array based implementation of a TDigest.
class	AVLTreeDigest
class	MergingDigest Maintains a t-digest by collecting new points in a buffer that is then sorted occasionally and merged into a sorted array that contains previously computed centroids.
class	TreeDigest Adaptive histogram based on something like streaming k-means crossed with Q-digest.

Methods in com.tdunning.math.stats that return TDigest

Modifier and Type	Method and Description
static TDigest	TDigest.createAvlTreeDigest(double compression) Creates an AVLTreeDigest.
static TDigest	TDigest.createDigest(double compression) Creates a TreeDigest of whichever type is the currently recommended type.
static TDigest	TDigest.createTreeDigest(double compression) Creates a TreeDigest.
static TDigest	TreeDigest.merge(double compression, Iterable<TDigest> subData, Random gen)
protected static TDigest	AbstractTDigest.merge(Iterable<TDigest> subData, Random gen, TDigest r)
abstract TDigest	TDigest.recordAllData() Tell this TDigest to record the original data as much as possible for test purposes.
TDigest	MergingDigest.recordAllData() Turns on internal data recording.
TDigest	AVLTreeDigest.recordAllData()
TDigest	AbstractTDigest.recordAllData() Sets up so that all centroids will record all data assigned to them.

Methods in com.tdunning.math.stats with parameters of type TDigest

Modifier and Type	Method and Description
abstract void	TDigest.add(TDigest other) Add all of the centroids of another TDigest to this one.
void	AbstractTDigest.add(TDigest other)
protected static TDigest	AbstractTDigest.merge(Iterable<TDigest> subData, Random gen, TDigest r)

Method parameters in com.tdunning.math.stats with type arguments of type TDigest

Modifier and Type	Method and Description
static TDigest	TreeDigest.merge(double compression, Iterable<TDigest> subData, Random gen)
protected static TDigest	AbstractTDigest.merge(Iterable<TDigest> subData, Random gen, TDigest r)