OneDimensional (FSharp.Stats) | FSharp.Stats

FSharp.Stats

OneDimensional Module

Namespace: FSharp.Stats.Distributions
Assembly: FSharp.Stats.dll
Parent Module: Distance

Module to compute Distances between 1D Distributions

Functions and values

Function or value	Description
`cdfDistance p xs ys` Full Usage: `cdfDistance p xs ys` Parameters: p : `int` - xs : `float[]` - ys : `float[]` - Returns: `float`	Distance between two 1D distributions. p has to be positive p : `int` xs : `float[]` ys : `float[]` Returns: `float` Example
`cdfDistanceWeighted p xs ys xWeights yWeights` Full Usage: `cdfDistanceWeighted p xs ys xWeights yWeights` Parameters: p : `int` - xs : `float[]` - ys : `float[]` - xWeights : `float[]` - yWeights : `float[]` - Returns: `float`	Distance between two 1D distributions. p has to be positive p : `int` xs : `float[]` ys : `float[]` xWeights : `float[]` yWeights : `float[]` Returns: `float` Example
`energyDistance xs ys` Full Usage: `energyDistance xs ys` Parameters: xs : `float[]` - ys : `float[]` - Returns: `float`	Energy distance between two 1D distributions xs : `float[]` ys : `float[]` Returns: `float` Example
`energyDistanceWeighted xs ys xWeights yWeights` Full Usage: `energyDistanceWeighted xs ys xWeights yWeights` Parameters: xs : `float[]` - ys : `float[]` - xWeights : `float[]` - yWeights : `float[]` - Returns: `float`	Weighted Energy Distance between two 1D distributions xs : `float[]` ys : `float[]` xWeights : `float[]` yWeights : `float[]` Returns: `float` Example
`wassersteinDistance xs ys` Full Usage: `wassersteinDistance xs ys` Parameters: xs : `float[]` - ys : `float[]` - Returns: `float`	Wasserstein distance between two 1D distributions xs : `float[]` ys : `float[]` Returns: `float` Example
`wassersteinDistanceWeighted xs ys xWeights yWeights` Full Usage: `wassersteinDistanceWeighted xs ys xWeights yWeights` Parameters: xs : `float[]` - ys : `float[]` - xWeights : `float[]` - yWeights : `float[]` - Returns: `float`	Weighted Wasserstein Distance between two 1D distributions xs : `float[]` ys : `float[]` xWeights : `float[]` yWeights : `float[]` Returns: `float` Example