Package

axle

stats

Permalink

package stats

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

Type Members

  1. trait Case[A, N] extends AnyRef

    Permalink
  2. case class CaseAnd[A, B, N](left: Case[A, N], right: Case[B, N])(implicit field: Field[N]) extends Case[(A, B), N] with Product with Serializable

    Permalink
  3. case class CaseAndGT[A, N](conjuncts: Iterable[Case[A, N]])(implicit evidence$1: Manifest[A], field: Field[N]) extends Case[List[A], N] with Product with Serializable

    Permalink
  4. case class CaseGiven[A, B, N](c: Case[A, N], given: Case[B, N])(implicit field: Field[N]) extends Case[(A, B), N] with Product with Serializable

    Permalink
  5. case class CaseIs[A, N](distribution: Distribution[A, N], v: A)(implicit field: Field[N]) extends Case[A, N] with Product with Serializable

    Permalink
  6. case class CaseIsnt[A, N](distribution: Distribution[A, N], v: A)(implicit field: Field[N]) extends Case[A, N] with Product with Serializable

    Permalink
  7. case class CaseOr[A, B, N](left: Case[A, N], right: Case[B, N])(implicit field: Field[N]) extends Case[(A, B), N] with Product with Serializable

    Permalink
  8. case class ChiSquaredTest[M](tally: M, threshold: Double = 0.004)(implicit ev: LinearAlgebra[M, Int, Int, Double]) extends Product with Serializable

    Permalink
  9. case class ConditionalProbabilityTable0[A, N](p: Map[A, N], name: String = "unnamed")(implicit evidence$7: Field[N], evidence$8: Order[N], evidence$9: Dist[N]) extends Distribution0[A, N] with Product with Serializable

    Permalink
  10. case class ConditionalProbabilityTable2[A, G1, G2, N](p: Map[(G1, G2), Map[A, N]], name: String = "unnamed")(implicit evidence$10: Field[N], evidence$11: Order[N]) extends Distribution2[A, G1, G2, N] with Product with Serializable

    Permalink
  11. trait Distribution[A, N] extends AnyRef

    Permalink
  12. trait Distribution0[A, N] extends Distribution[A, N]

    Permalink
  13. trait Distribution1[A, G1, N] extends Distribution[A, N]

    Permalink
  14. trait Distribution2[A, G1, G2, N] extends Distribution[A, N]

    Permalink
  15. case class EnrichedCaseGenTraversable[A, N](cgt: Iterable[Case[A, N]])(implicit evidence$1: Manifest[A], evidence$2: Field[N]) extends Product with Serializable

    Permalink
  16. case class Factor[T, N](varList: Vector[Distribution[T, N]], values: Map[Vector[CaseIs[T, N]], N])(implicit evidence$10: Eq[T], evidence$11: Field[N], evidence$12: Order[N], evidence$13: ConvertableFrom[N]) extends Product with Serializable

    Permalink
  17. case class Independence[T, N](X: Set[Distribution[T, N]], Z: Set[Distribution[T, N]], Y: Set[Distribution[T, N]])(implicit evidence$1: Eq[T], evidence$2: Field[N]) extends Product with Serializable

    Permalink

    Read: "X is independent of Y given Z"

  18. case class P[A, N](c: Case[A, N])(implicit evidence$1: Field[N]) extends Probability[N] with Product with Serializable

    Permalink
  19. case class PMultiply[N](left: Probability[N], right: () ⇒ N)(implicit evidence$1: Field[N]) extends Probability[N] with Product with Serializable

    Permalink
  20. trait Probability[N] extends () ⇒ N

    Permalink
  21. case class TallyDistribution0[A, N](tally: Map[A, N], name: String = "unnamed")(implicit evidence$4: Field[N], evidence$5: Order[N]) extends Distribution0[A, N] with Product with Serializable

    Permalink
  22. case class TallyDistribution1[A, G, N](tally: Map[(A, G), N], _name: String = "unnamed")(implicit evidence$6: Eq[G], evidence$7: Field[N], evidence$8: Order[N]) extends Distribution1[A, G, N] with Product with Serializable

    Permalink
  23. case class UnknownDistribution0[A, N](values: IndexedSeq[A], name: String)(implicit evidence$1: Field[N], evidence$2: Order[N], evidence$3: Dist[N]) extends Distribution0[A, N] with Product with Serializable

    Permalink

Value Members

  1. object CaseIs extends Serializable

    Permalink
  2. object ConditionalProbabilityTable0 extends Serializable

    Permalink
  3. object Distribution

    Permalink
  4. object Factor extends Serializable

    Permalink
  5. def H[A, N](X: Distribution[A, N])(implicit arg0: Manifest[A], arg1: Field[N], arg2: Eq[N], arg3: ConvertableFrom[N], convert: InformationConverter[Double]): UnittedQuantity[Information, Double]

    Permalink
  6. object Independence extends Serializable

    Permalink
  7. object TallyDistribution0 extends Serializable

    Permalink
  8. object UnknownDistribution0 extends Serializable

    Permalink
  9. def _reservoirSampleK[N](k: Int, i: Int, reservoir: List[N], xs: Stream[N]): Stream[List[N]]

    Permalink
  10. def binaryDecision(yes: Rational): Distribution0[Boolean, Rational]

    Permalink
  11. def coin(pHead: Rational = Rational(1, 2)): Distribution[Symbol, Rational]

    Permalink
  12. implicit def enrichCaseGenTraversable[A, N](cgt: Iterable[Case[A, N]])(implicit arg0: Manifest[A], arg1: Field[N]): EnrichedCaseGenTraversable[A, N]

    Permalink
  13. def entropy[A, N](X: Distribution[A, N])(implicit arg0: Manifest[A], arg1: Field[N], arg2: Eq[N], arg3: ConvertableFrom[N], convert: InformationConverter[Double]): UnittedQuantity[Information, Double]

    Permalink
  14. def iffy[C, N](decision: Distribution0[Boolean, N], trueBranch: Distribution[C, N], falseBranch: Distribution[C, N])(implicit arg0: Eq[C], arg1: Field[N], arg2: Order[N], arg3: Dist[N]): Distribution0[C, N]

    Permalink
  15. def log2[N](x: N)(implicit arg0: Field[N], arg1: ConvertableFrom[N]): Double

    Permalink
  16. implicit val rationalProbabilityDist: Dist[Rational]

    Permalink
  17. def reservoirSampleK[N](k: Int, xs: Stream[N]): Stream[List[N]]

    Permalink
  18. def rootMeanSquareDeviation[C, X, Y, D](data: C, actual: (X) ⇒ Y, estimator: (X) ⇒ Y)(implicit finite: Finite[C, Y], functor: Functor[C, X, Y, D], agg: Aggregatable[D, Y, Y], field: Field[Y], nroot: NRoot[Y]): Y

    Permalink

    https://en.wikipedia.org/wiki/Root-mean-square_deviation

  19. val sides: Vector[Symbol]

    Permalink
  20. def square[N](x: N)(implicit arg0: Ring[N]): N

    Permalink
  21. def standardDeviation[A, N](distribution: Distribution[A, N])(implicit arg0: NRoot[A], arg1: Field[A], arg2: Manifest[A], arg3: ConvertableTo[A], arg4: Field[N], arg5: Manifest[N], arg6: ConvertableFrom[N]): A

    Permalink

    http://en.wikipedia.org/wiki/Standard_deviation

  22. def stddev[A, N](distribution: Distribution[A, N])(implicit arg0: NRoot[A], arg1: Field[A], arg2: Manifest[A], arg3: ConvertableTo[A], arg4: Field[N], arg5: Manifest[N], arg6: ConvertableFrom[N]): A

    Permalink
  23. def uniformDistribution[T](values: Seq[T], name: String): Distribution0[T, Rational]

    Permalink
  24. def σ[A, N](distribution: Distribution[A, N])(implicit arg0: NRoot[A], arg1: Field[A], arg2: Manifest[A], arg3: ConvertableTo[A], arg4: Field[N], arg5: Manifest[N], arg6: ConvertableFrom[N]): A

    Permalink

Inherited from AnyRef

Inherited from Any

Ungrouped