Packages

o

io.citrine.lolo.stats.correlations

DistanceCorrelation

object DistanceCorrelation

Object for computing distance correlations

See https://en.wikipedia.org/wiki/Distance_correlation Created by maxhutch on 12/23/16.

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DistanceCorrelation
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. def distanceCorrelation[T](x: Seq[T], y: Seq[T], distance: (T, T) => Double): Double

    Distance correlation function, based on distance covariance

    Distance correlation function, based on distance covariance

    T

    of the sequences

    x

    first sequence

    y

    second sequence

    distance

    function

    returns

    the distance correlation (dCorr)

  7. def distanceCovariance[T](x: Seq[T], y: Seq[T], distance: (T, T) => Double): Double

    Sample distance covariance

    Sample distance covariance

    T

    of the sequences

    x

    first sequence

    y

    second sequence

    distance

    distance function

    returns

    the sample distance covariance

  8. def doubleCenter[T](x: Seq[T], distance: (T, T) => Double): DenseMatrix[Double]

    Double centered differnce matrix

    Double centered differnce matrix

    T

    of the sequence

    x

    sequence to take differences of

    distance

    function

    returns

    a double centered distance matrix

  9. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  10. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  11. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  12. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  14. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  15. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  18. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  19. def toString(): String
    Definition Classes
    AnyRef → Any
  20. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  21. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  22. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Inherited from AnyRef

Inherited from Any

Ungrouped