Data.Pass.L

Documentation

data L a b where

An L-Estimator represents a linear combination of order statistics

Constructors

LTotal :: (Num a, Ord a) => L a a

LMean :: (Fractional a, Ord a) => L a a

LScale :: (Fractional a, Ord a) => L a a

NthLargest :: (Num a, Ord a) => Int -> L a a

NthSmallest :: (Num a, Ord a) => Int -> L a a

QuantileBy :: (Fractional a, Ord a) => Estimator -> Rational -> L a a

Winsorized :: (Fractional b, Ord b) => Rational -> L a b -> L a b

Trimmed :: (Fractional b, Ord b) => Rational -> L a b -> L a b

Jackknifed :: (Fractional b, Ord b) => L a b -> L a b

:* :: Fractional b => Rational -> L a b -> L a b

:+ :: Num b => L a b -> L a b -> L a b

Instances

Typeable2 L

By L

Named L

Naive L

Eval L

Robust L

Accelerated L

Eq (L a b)

Show (L a b)

Hashable (L a b)

getL :: (Fractional a, Ord a) => Get (L a a)

callL :: L a b -> Int -> IntMap b

ordL :: L a b -> ((Ord b, Num b) => r) -> r

eqL :: L a b -> p a -> p b

selectM :: (Num a, Ord a) => IntMap a -> [a] -> a

breakdown :: (Num b, Eq b) => L a b -> Int

A common measure of how robust an L estimator is in the presence of outliers.

(@#) :: Num a => L a a -> Int -> [a]

f @# n Return a list of the coefficients that would be used by an L-Estimator for an input of length n