Statistics.Resampling

Portability	portable
Stability	experimental
Maintainer	bos@serpentine.com

Description

Resampling statistics.

Synopsis

newtype Resample = Resample {

fromResample :: Vector Double

}

jackknife :: Estimator -> Sample -> Vector Double

resample :: PrimMonad m => Gen (PrimState m) -> [Estimator] -> Int -> Sample -> m [Resample]

Documentation

newtype Resample

Source

A resample drawn randomly, with replacement, from a set of data points. Distinct from a normal array to make it harder for your humble author's brain to go wrong.

Constructors

Resample

fromResample :: Vector Double

jackknife :: Estimator -> Sample -> Vector Double

Source

Compute a statistical estimate repeatedly over a sample, each time omitting a successive element.

resample :: PrimMonad m => Gen (PrimState m) -> [Estimator] -> Int -> Sample -> m [Resample]

Source

Resample a data set repeatedly, with replacement, computing each estimate over the resampled data.

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