HNum.Stats

Documentation

type Coeff a = (a, a)

mean :: Fractional a => Vector a -> a

Expectation Value

cov' :: Floating a => Vector a -> Vector a -> a

Covariance (Single-Valued)

var :: Floating a => Vector a -> a

Variance

std :: Floating a => Vector a -> a

Standard Deviation

cov :: Floating a => Vector a -> Vector a -> Matrix a

Covariance Matrix

lm :: Floating a => Vector a -> Vector a -> Coeff a

Least Square Method - (Intercept, Slope)

lineFit :: Floating a => Coeff a -> Vector a -> Vector a

Line Fitting with (Intercept, Slope) & Range of x

rss :: Floating a => Vector a -> Vector a -> a

Residual Sum of Squares

rse :: Floating a => Vector a -> Vector a -> a

Relative Standard Error