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FSharp.Stats.Testing Namespace

Type/Module Description

Anova

Bartlett

BinaryConfusionMatrix

Confusion matrix for binary classification

ChiSquareTest

Two-Sample (Goodness-of-fit) Chi-Square Test (Upper Tail)

ComparisonMetrics

Comparison metrics that can be derived from a binary confusion matrix

Contingency

Contingency2x2<'R, 'C>

A strictly 2×2 contingency table with generic row and column labels.

ContingencyTable<'R, 'C>

Alias: a contingency table is just a Table<'R,'C,int>

Correlation

FisherHotelling

Fisher-Z transformation for Pearson correlation coefficient after Hotelling (1953) for n < 50

FriedmanTest

FTest

HTest

MultiLabelConfusionMatrix

MultipleTesting

This module contains functions to adjust for multiple testing errors in statistical tests.

PostHoc

RMT

SAM

Tables

Some statistical tests lack in distributions for exact p value calculation. In order to enable the usage of these tests

TestStatistics

TTest

UncertainValue

An estimate with its standard‐error uncertainty.

WilcoxonTest

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