Moduletdigest-0.3Haskell2010

Data.TDigest.Tree.NonEmpty

This is non empty version of Data.TDigest.TDigest, i.e. this is not a Monoid, but on the other hand, quantile returns Double not Maybe Double.

See Data.TDigest for documentation. The exports should be similar, sans non-Maybe results.

Example1 expression

>>> quantile 0.99 (tdigest (1 :| [2..1000]) :: TDigest 25)990.5

Example1 expression

>>> quantile 0.99 (tdigest (1 :| [2..1000]) :: TDigest 3)989.0...

t-Digest is more precise in tails, especially median is imprecise:

Example1 expression

>>> median (forceCompress $ tdigest (1 :| [2..1000]) :: TDigest 25)497.6...

Construction

2 declarations

newtypenewtype TDigest (comp :: Nat)

Instances6Reducer, Show, Semigroup, NFData, Binary, HasHistogram

KnownNat comp => Reducer Double (TDigest comp)Defined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty
Show (TDigest comp)Defined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty
KnownNat comp => Semigroup (TDigest comp)Defined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty
NFData (TDigest comp)Defined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty
KnownNat comp => Binary (TDigest comp)Defined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty
HasHistogram (TDigest comp) IdentityDefined in tdigest-0.3 · Data.TDigest.Tree.NonEmpty

valuetdigest :: (Foldable1 f, KnownNat comp) => f Double -> TDigest comp

valuesingleton :: KnownNat comp => Double -> TDigest comp

valueinsert :: KnownNat comp => Double -> TDigest comp -> TDigest comp

valueinsert' :: KnownNat comp => Double -> TDigest comp -> TDigest comp

2 declarations

valuecompress :: KnownNat comp => TDigest comp -> TDigest comp

valueforceCompress :: KnownNat comp => TDigest comp -> TDigest comp

3 declarations

valuetotalWeight :: TDigest comp -> Weight

valueminimumValue :: TDigest comp -> Mean

valuemaximumValue :: TDigest comp -> Mean

valuemedian :: TDigest comp -> Double

valuequantile :: Double -> TDigest comp -> Double

valuemean :: TDigest comp -> Double

valuevariance :: TDigest comp -> Double

valuestddev :: TDigest comp -> Double

valuecdf :: Double -> TDigest comp -> Double

valueicdf :: Double -> TDigest comp -> Double

Alias of quantile.

4 declarations

valuesize :: TDigest comp -> Int

valuevalid :: TDigest comp -> Bool

valuevalidate :: TDigest comp -> Either String (TDigest comp)

valuedebugPrint :: TDigest comp -> IO ()