kmath-stat/space.kscience.kmath.stat/StatisticalAlgebra

StatisticalAlgebra

interface StatisticalAlgebra<T, out A : Algebra<T>, out BA : BufferAlgebra<T, A>> : Algebra<Buffer<T>> (source)

Inheritors

SeriesAlgebra

Functions

binaryOperation

open fun binaryOperation(operation: String, left: Buffer<T>, right: Buffer<T>): Buffer<T>

binaryOperationFunction

open fun binaryOperationFunction(operation: String): (left: Buffer<T>, right: Buffer<T>) -> Buffer<T>

bindSymbol

open fun bindSymbol(value: String): Buffer<T>

bindSymbolOrNull

open fun bindSymbolOrNull(value: String): Buffer<T>?

ecdf

fun <T : Comparable<T>> StatisticalAlgebra<T, *, *>.ecdf(buffer: Buffer<T>): (T) -> Double

Compute empirical CDF function

export

open fun export(arg: Buffer<T>): Buffer<T>

ksComparisonStatistic

@UnstableKMathAPI

fun <T : Comparable<T>, A : Group<T>, NumericAlgebra<T>, BA : BufferAlgebra<T, A>> StatisticalAlgebra<T, A, BA>.ksComparisonStatistic(x: Buffer<T>, y: Buffer<T>): KMComparisonResult<T>

Kolmogorov-Smirnov sample comparison test Implementation copied from https://commons.apache.org/proper/commons-math/javadocs/api-3.6.1/index.html?org/apache/commons/math3/stat/inference/KolmogorovSmirnovTest.html

unaryOperation

open fun unaryOperation(operation: String, arg: Buffer<T>): Buffer<T>

unaryOperationFunction

open fun unaryOperationFunction(operation: String): (arg: Buffer<T>) -> Buffer<T>

Properties

bufferAlgebra

abstract val bufferAlgebra: BA

bufferFactory

open override val bufferFactory: MutableBufferFactory<Buffer<T>>

elementAlgebra

open val elementAlgebra: A