Control.Foldl.Statistics

Introduction

range

sum'

Statistics of location

mean

welfordMean

meanWeighted

harmonicMean

geometricMean

Statistics of dispersion

Functions over central moments

centralMoment

centralMoments

centralMoments'

skewness

kurtosis

Functions requiring the mean to be known (numerically robust)

variance

varianceUnbiased

stdDev

varianceWeighted

Single-pass functions (faster, less safe)

fastVariance

fastVarianceUnbiased

fastStdDev

fastLMVSK

fastLMVSKu

data LMVSK

data LMVSKState

foldLMVSKState

getLMVSK

getLMVSKu

Linear Regression

fastLinearReg

foldLinRegState

getLinRegResult

data LinRegResult

data LinRegState

lrrCount

correlation

References