Anova Module

Namespace: FSharp.Stats.Testing
Assembly: FSharp.Stats.dll

Functions and values

Function or value Description

createAnovaVariationSource degreesOfFreedom meanSquares significance source statistic sumOfSquares

Full Usage: createAnovaVariationSource degreesOfFreedom meanSquares significance source statistic sumOfSquares

Parameters:
    degreesOfFreedom : float
    meanSquares : float
    significance : float
    source : VariationSource
    statistic : float
    sumOfSquares : float

Returns: AnovaVariationSource

degreesOfFreedom : float
meanSquares : float
significance : float
source : VariationSource
statistic : float
sumOfSquares : float
Returns: AnovaVariationSource

createOneWayAnovaVariationSources factor error total

Full Usage: createOneWayAnovaVariationSources factor error total

Parameters:
Returns: OneWayAnovaVariationSources

factor : AnovaVariationSource
error : AnovaVariationSource
total : AnovaVariationSource
Returns: OneWayAnovaVariationSources

createTwoWayAnovaVariationSources ffst fsnd inter error cells total

Full Usage: createTwoWayAnovaVariationSources ffst fsnd inter error cells total

Parameters:
Returns: TwoWayAnovaVariationSources

ffst : AnovaVariationSource
fsnd : AnovaVariationSource
inter : AnovaVariationSource
error : AnovaVariationSource
cells : AnovaVariationSource
total : AnovaVariationSource
Returns: TwoWayAnovaVariationSources

oneWayAnova samples

Full Usage: oneWayAnova samples

Parameters:
    samples : seq<'a>

Returns: OneWayAnovaVariationSources

Calculates one-way analysis of variance (one-way ANOVA) which is a technique used to compare means of two or more samples (using the F distribution) The ANOVA tests the null hypothesis that samples in two or more groups are drawn from populations with the same mean values.

samples : seq<'a>
Returns: OneWayAnovaVariationSources

twoWayANOVA anovaType samples

Full Usage: twoWayANOVA anovaType samples

Parameters:
Returns: TwoWayAnovaVariationSources

Calculates two-way ANOVA as an extension of the one-way ANOVA for two independent variables.

anovaType : TwoWayAnovaModel
samples : float array array array
Returns: TwoWayAnovaVariationSources