Packages

  • package root
    Definition Classes
    root
  • package myscala
    Definition Classes
    root
  • package math
    Definition Classes
    myscala
  • package stats

    Statistical functions

    Statistical functions

    • quantile computation

    Overview

    The main functions in this package are used as follows

    import scala.util.Random

// Computation of quantiles example
val computeQuantilesEvery10 = computeQuantiles(Seq(10,20,30,40,50,60,70,80,90))_ // partial evaluation (currying)
val q = computeQuantilesEvery10(Seq.fill(123)(Random.nextDouble))

// Statistics example
val data = Vector(1,2,3,4,5,6,7,8,9,10)s
data.statistics // thanks to the implicit class
    Definition Classes
    math
  • package bootstrap
    Definition Classes
    stats
  • Bootstrap

case class Bootstrap[T](MSE: Double, parameter: Double, parameterFunction: (Seq[T]) => Double)(implicit evidence$1: Numeric[T]) extends Product with Serializable

Container for the results of a bootstrap. The function is also stored so it is easier to find what parameter has been computed.

T

type of the data

MSE

mean square error of the parameter

parameter

the value of the parameter on the data

parameterFunction

function used to compute the statistic

Linear Supertypes
Serializable, Product, Equals, AnyRef, Any
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Inherited
  1. Bootstrap
  2. Serializable
  3. Product
  4. Equals
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new Bootstrap(MSE: Double, parameter: Double, parameterFunction: (Seq[T]) => Double)(implicit arg0: Numeric[T])

    MSE

    mean square error of the parameter

    parameter

    the value of the parameter on the data

    parameterFunction

    function used to compute the statistic

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. val MSE: Double
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  9. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  10. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  11. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  13. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  14. val parameter: Double
  15. val parameterFunction: (Seq[T]) => Double
  16. def productElementNames: Iterator[String]
    Definition Classes
    Product
  17. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  18. def toCSV: String
  19. def toString(): String
    Definition Classes
    Bootstrap → AnyRef → Any
  20. def toTuple: (Double, Double)
  21. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  22. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  23. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped