Data.Random.Distribution.Bernoulli

Documentation

bernoulli :: Distribution (Bernoulli b) a => b -> RVar a

Generate a Bernoulli variate with the given probability. For Bool results, bernoulli p will return True (p*100)% of the time and False otherwise. For numerical types, True is replaced by 1 and False by 0.

bernoulliT :: Distribution (Bernoulli b) a => b -> RVarT m a

Generate a Bernoulli process with the given probability. For Bool results, bernoulli p will return True (p*100)% of the time and False otherwise. For numerical types, True is replaced by 1 and False by 0.

boolBernoulli :: (Fractional a, Ord a, Distribution StdUniform a) => a -> RVarT m Bool

A random variable whose value is True the given fraction of the time and False the rest.

boolBernoulliCDF :: Real a => a -> Bool -> Double

generalBernoulli :: Distribution (Bernoulli b) Bool => a -> a -> b -> RVarT m a

generalBernoulli t f p generates a random variable whose value is t with probability p and f with probability 1-p.

generalBernoulliCDF :: CDF (Bernoulli b) Bool => (a -> a -> Bool) -> a -> a -> b -> a -> Double

newtype Bernoulli b a

Constructors

Bernoulli b

Instances

(Distribution (Bernoulli b) Bool, Real b) => CDF (Bernoulli b) Bool

Methods

cdf :: Bernoulli b Bool -> Bool -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Word64

Methods

cdf :: Bernoulli b0 Word64 -> Word64 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Word32

Methods

cdf :: Bernoulli b0 Word32 -> Word32 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Word16

Methods

cdf :: Bernoulli b0 Word16 -> Word16 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Word8

Methods

cdf :: Bernoulli b0 Word8 -> Word8 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Word

Methods

cdf :: Bernoulli b0 Word -> Word -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Int64

Methods

cdf :: Bernoulli b0 Int64 -> Int64 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Int32

Methods

cdf :: Bernoulli b0 Int32 -> Int32 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Int16

Methods

cdf :: Bernoulli b0 Int16 -> Int16 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Int8

Methods

cdf :: Bernoulli b0 Int8 -> Int8 -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Int

Methods

cdf :: Bernoulli b0 Int -> Int -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Integer

Methods

cdf :: Bernoulli b0 Integer -> Integer -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Double

Methods

cdf :: Bernoulli b0 Double -> Double -> Double

CDF (Bernoulli b0) Bool => CDF (Bernoulli b0) Float

Methods

cdf :: Bernoulli b0 Float -> Float -> Double

(Fractional b, Ord b, Distribution StdUniform b) => Distribution (Bernoulli b) Bool

Methods

rvar :: Bernoulli b Bool -> RVar Bool

rvarT :: Bernoulli b Bool -> RVarT n Bool

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Word64

Methods

rvar :: Bernoulli b0 Word64 -> RVar Word64

rvarT :: Bernoulli b0 Word64 -> RVarT n Word64

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Word32

Methods

rvar :: Bernoulli b0 Word32 -> RVar Word32

rvarT :: Bernoulli b0 Word32 -> RVarT n Word32

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Word16

Methods

rvar :: Bernoulli b0 Word16 -> RVar Word16

rvarT :: Bernoulli b0 Word16 -> RVarT n Word16

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Word8

Methods

rvar :: Bernoulli b0 Word8 -> RVar Word8

rvarT :: Bernoulli b0 Word8 -> RVarT n Word8

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Word

Methods

rvar :: Bernoulli b0 Word -> RVar Word

rvarT :: Bernoulli b0 Word -> RVarT n Word

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Int64

Methods

rvar :: Bernoulli b0 Int64 -> RVar Int64

rvarT :: Bernoulli b0 Int64 -> RVarT n Int64

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Int32

Methods

rvar :: Bernoulli b0 Int32 -> RVar Int32

rvarT :: Bernoulli b0 Int32 -> RVarT n Int32

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Int16

Methods

rvar :: Bernoulli b0 Int16 -> RVar Int16

rvarT :: Bernoulli b0 Int16 -> RVarT n Int16

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Int8

Methods

rvar :: Bernoulli b0 Int8 -> RVar Int8

rvarT :: Bernoulli b0 Int8 -> RVarT n Int8

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Int

Methods

rvar :: Bernoulli b0 Int -> RVar Int

rvarT :: Bernoulli b0 Int -> RVarT n Int

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Integer

Methods

rvar :: Bernoulli b0 Integer -> RVar Integer

rvarT :: Bernoulli b0 Integer -> RVarT n Integer

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Double

Methods

rvar :: Bernoulli b0 Double -> RVar Double

rvarT :: Bernoulli b0 Double -> RVarT n Double

Distribution (Bernoulli b0) Bool => Distribution (Bernoulli b0) Float

Methods

rvar :: Bernoulli b0 Float -> RVar Float

rvarT :: Bernoulli b0 Float -> RVarT n Float

(CDF (Bernoulli b) Bool, RealFloat a) => CDF (Bernoulli b) (Complex a)

Methods

cdf :: Bernoulli b (Complex a) -> Complex a -> Double

(CDF (Bernoulli b) Bool, Integral a) => CDF (Bernoulli b) (Ratio a)

Methods

cdf :: Bernoulli b (Ratio a) -> Ratio a -> Double

(Distribution (Bernoulli b) Bool, RealFloat a) => Distribution (Bernoulli b) (Complex a)

Methods

rvar :: Bernoulli b (Complex a) -> RVar (Complex a)

rvarT :: Bernoulli b (Complex a) -> RVarT n (Complex a)

(Distribution (Bernoulli b) Bool, Integral a) => Distribution (Bernoulli b) (Ratio a)

Methods

rvar :: Bernoulli b (Ratio a) -> RVar (Ratio a)

rvarT :: Bernoulli b (Ratio a) -> RVarT n (Ratio a)