CorrelationMonoid

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. def additive: algebra.Monoid[Correlation]

   

   These are from algebra.Monoid

   These are from algebra.Monoid

   Definition Classes

   Monoid → AdditiveMonoid → Semigroup → AdditiveSemigroup

5. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

6. def assertNotZero(v: Correlation): Unit

   

   Definition Classes

   Monoid

7. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

8. def combine(l: Correlation, r: Correlation): Correlation

   

   Definition Classes

   Semigroup → Semigroup

9. def combineAll(t: TraversableOnce[Correlation]): Correlation

   

   Definition Classes

   Monoid → Monoid

10. def combineAllOption(as: IterableOnce[Correlation]): Option[Correlation]

    

    Definition Classes

    Monoid → Semigroup

11. def combineN(a: Correlation, n: Int): Correlation

    

    Definition Classes

    Monoid → Semigroup

12. def empty: Correlation

    

    Definition Classes

    Monoid → Monoid

13. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

14. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

15. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

16. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

17. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

18. def isEmpty(a: Correlation)(implicit ev: Eq[Correlation]): Boolean

    

    Definition Classes

    Monoid

19. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

20. def isNonZero(v: Correlation): Boolean

    

    Definition Classes

    Monoid

21. def isZero(a: Correlation)(implicit ev: Eq[Correlation]): Boolean

    

    Definition Classes

    AdditiveMonoid

22. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

23. def nonZeroOption(v: Correlation): Option[Correlation]

    

    Definition Classes

    Monoid

24. final def notify(): Unit

    

    Definition Classes

    AnyRef

25. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

26. def plus(a: Correlation, b: Correlation): Correlation

    

    The algorithm for combining the correlation calculations from two partitions of pairs of numbers.

    The algorithm for combining the correlation calculations from two partitions of pairs of numbers. Comes from Pébay, Philippe (2008), "Formulas for Robust, One-Pass Parallel Computation of Covariances and Arbitrary-Order Statistical Moments", Technical Report SAND2008-6212, Sandia National Laboratories https://prod-ng.sandia.gov/techlib-noauth/access-control.cgi/2008/086212.pdf

    Extending this to weights can be found in Schubert, Erich; Gertz, Michael (9 July 2018). Numerically stable parallel computation of (co-)variance. ACM. p. 10. doi:10.1145/3221269.3223036. ISBN 9781450365055. http://dl.acm.org/citation.cfm?id=3221269.3223036 https://dl.acm.org/doi/10.1145/3221269.3223036

    Definition Classes

    CorrelationMonoid → AdditiveSemigroup

27. def positiveSumN(a: Correlation, n: Int): Correlation

    

    Attributes

    protected[this]

    Definition Classes

    AdditiveSemigroup

28. def repeatedCombineN(a: Correlation, n: Int): Correlation

    

    Attributes

    protected[this]

    Definition Classes

    Semigroup

29. def sum(vs: TraversableOnce[Correlation]): Correlation

    

    Definition Classes

    Monoid → AdditiveMonoid

30. def sumN(a: Correlation, n: Int): Correlation

    

    Definition Classes

    AdditiveMonoid → AdditiveSemigroup

31. def sumOption(cs: TraversableOnce[Correlation]): Option[Correlation]

    

    Returns an instance of T calculated by summing all instances in iter in one pass.

    Returns an instance of T calculated by summing all instances in iter in one pass. Returns None if iter is empty, else Some[ T].

    returns

    None if iter is empty, else an option value containing the summed T

    Definition Classes

    CorrelationMonoid → Semigroup

    Note

    Override if there is a faster way to compute this sum than iter.reduceLeftOption using plus.

32. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

    AnyRef

33. def toString(): String

    

    Definition Classes

    AnyRef → Any

34. def trySum(as: TraversableOnce[Correlation]): Option[Correlation]

    

    Definition Classes

    AdditiveMonoid → AdditiveSemigroup

35. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

36. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

37. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

38. val zero: Correlation

    

    Definition Classes

    CorrelationMonoid → AdditiveMonoid