UtilityFunctions (FSharp.Stats)

UtilityFunctions Module

Namespace: FSharp.Stats
Assembly: FSharp.Stats.dll
Parent Module: Seq

A module which implements helper functions to provide special statistical measures

Functions and values

Function or value	Description
`pooledStDev data` Full Usage: `pooledStDev data` Parameters: data : `seq<'a>` Returns: `float`	Computes the pooled standard deviation of the given values. data : `seq<'a>` Returns: `float`
`pooledStDevOf sizes variances` Full Usage: `pooledStDevOf sizes variances` Parameters: sizes : `seq<int>` - The number of samples variances : `seq<float>` - The population variances for each samples. Returns: `float`	Computes the pooled standard deviation of the given values sizes : `seq<int>` The number of samples variances : `seq<float>` The population variances for each samples. Returns: `float`
`pooledStDevPopulation data` Full Usage: `pooledStDevPopulation data` Parameters: data : `seq<'a>` Returns: `float`	Computes the pooled population standard deviation of the given values (Bessel's correction by N-1) data : `seq<'a>` Returns: `float`
`pooledStDevPopulationOf sizes variances` Full Usage: `pooledStDevPopulationOf sizes variances` Parameters: sizes : `seq<int>` - The number of samples variances : `seq<float>` - The population variances for each samples. Returns: `float`	Computes the pooled population standard deviation of the given values (Bessel's correction by N-1) sizes : `seq<int>` The number of samples variances : `seq<float>` The population variances for each samples. Returns: `float`
`pooledVar data` Full Usage: `pooledVar data` Parameters: data : `seq<'a>` Returns: `float`	Computes the pooled variance of the given values data : `seq<'a>` Returns: `float`
`pooledVarOf sizes variances` Full Usage: `pooledVarOf sizes variances` Parameters: sizes : `seq<int>` - The number of samples variances : `seq<float>` - The population variances for each samples. Returns: `float`	Computes the pooled variance of the given values sizes : `seq<int>` The number of samples variances : `seq<float>` The population variances for each samples. Returns: `float`
`pooledVarPopulation data` Full Usage: `pooledVarPopulation data` Parameters: data : `seq<'a>` Returns: `float`	Computes the pooled population variance of the given values (Bessel's correction by N-1) data : `seq<'a>` Returns: `float`
`pooledVarPopulationOf sizes variances` Full Usage: `pooledVarPopulationOf sizes variances` Parameters: sizes : `seq<int>` - The number of samples variances : `seq<float>` - The population variances for each samples. Returns: `float`	Computes the pooled population variance of the given values (Bessel's correction by N-1) sizes : `seq<int>` The number of samples variances : `seq<float>` The population variances for each samples. Returns: `float`
`sumOfSquares xData exData` Full Usage: `sumOfSquares xData exData` Parameters: xData : `seq<float>` exData : `seq<float>` Returns: `float` sum of squares	Computes sum of squares Returns NaN if data is empty or if any entry is NaN. xData : `seq<float>` exData : `seq<float>` Returns: `float` sum of squares