statistics-0.16.2.0: A library of statistical types, data, and functions
Safe HaskellSafe-Inferred
LanguageHaskell2010

Statistics.Test.Types

Synopsis

Documentation

data Test distr Source #

Result of statistical test.

Constructors

Test 

Fields

Instances

Instances details
Functor Test Source # 
Instance details

Defined in Statistics.Test.Types

Methods

fmap :: (a -> b) -> Test a -> Test b #

(<$) :: a -> Test b -> Test a #

FromJSON d => FromJSON (Test d) Source # 
Instance details

Defined in Statistics.Test.Types

ToJSON d => ToJSON (Test d) Source # 
Instance details

Defined in Statistics.Test.Types

Data distr => Data (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> Test distr -> c (Test distr) #

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c (Test distr) #

toConstr :: Test distr -> Constr #

dataTypeOf :: Test distr -> DataType #

dataCast1 :: Typeable t => (forall d. Data d => c (t d)) -> Maybe (c (Test distr)) #

dataCast2 :: Typeable t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c (Test distr)) #

gmapT :: (forall b. Data b => b -> b) -> Test distr -> Test distr #

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> Test distr -> r #

gmapQr :: forall r r'. (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> Test distr -> r #

gmapQ :: (forall d. Data d => d -> u) -> Test distr -> [u] #

gmapQi :: Int -> (forall d. Data d => d -> u) -> Test distr -> u #

gmapM :: Monad m => (forall d. Data d => d -> m d) -> Test distr -> m (Test distr) #

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> Test distr -> m (Test distr) #

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> Test distr -> m (Test distr) #

Generic (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

Associated Types

type Rep (Test distr) :: Type -> Type #

Methods

from :: Test distr -> Rep (Test distr) x #

to :: Rep (Test distr) x -> Test distr #

Show distr => Show (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

showsPrec :: Int -> Test distr -> ShowS #

show :: Test distr -> String #

showList :: [Test distr] -> ShowS #

Binary d => Binary (Test d) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

put :: Test d -> Put #

get :: Get (Test d) #

putList :: [Test d] -> Put #

NFData d => NFData (Test d) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

rnf :: Test d -> () #

Eq distr => Eq (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

(==) :: Test distr -> Test distr -> Bool #

(/=) :: Test distr -> Test distr -> Bool #

Ord distr => Ord (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

Methods

compare :: Test distr -> Test distr -> Ordering #

(<) :: Test distr -> Test distr -> Bool #

(<=) :: Test distr -> Test distr -> Bool #

(>) :: Test distr -> Test distr -> Bool #

(>=) :: Test distr -> Test distr -> Bool #

max :: Test distr -> Test distr -> Test distr #

min :: Test distr -> Test distr -> Test distr #

type Rep (Test distr) Source # 
Instance details

Defined in Statistics.Test.Types

type Rep (Test distr) = D1 ('MetaData "Test" "Statistics.Test.Types" "statistics-0.16.2.0-Iazw6pxXVUYHaurUiPE2b2" 'False) (C1 ('MetaCons "Test" 'PrefixI 'True) (S1 ('MetaSel ('Just "testSignificance") 'NoSourceUnpackedness 'SourceStrict 'DecidedStrict) (Rec0 (PValue Double)) :*: (S1 ('MetaSel ('Just "testStatistics") 'NoSourceUnpackedness 'SourceStrict 'DecidedStrict) (Rec0 Double) :*: S1 ('MetaSel ('Just "testDistribution") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 distr))))

isSignificant :: PValue Double -> Test d -> TestResult Source #

Check whether test is significant for given p-value.

data TestResult Source #

Result of hypothesis testing

Constructors

Significant

Null hypothesis should be rejected

NotSignificant

Data is compatible with hypothesis

Instances

Instances details
FromJSON TestResult Source # 
Instance details

Defined in Statistics.Test.Types

ToJSON TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Data TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> TestResult -> c TestResult #

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c TestResult #

toConstr :: TestResult -> Constr #

dataTypeOf :: TestResult -> DataType #

dataCast1 :: Typeable t => (forall d. Data d => c (t d)) -> Maybe (c TestResult) #

dataCast2 :: Typeable t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c TestResult) #

gmapT :: (forall b. Data b => b -> b) -> TestResult -> TestResult #

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> TestResult -> r #

gmapQr :: forall r r'. (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> TestResult -> r #

gmapQ :: (forall d. Data d => d -> u) -> TestResult -> [u] #

gmapQi :: Int -> (forall d. Data d => d -> u) -> TestResult -> u #

gmapM :: Monad m => (forall d. Data d => d -> m d) -> TestResult -> m TestResult #

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> TestResult -> m TestResult #

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> TestResult -> m TestResult #

Generic TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Associated Types

type Rep TestResult :: Type -> Type #

Show TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Binary TestResult Source # 
Instance details

Defined in Statistics.Test.Types

NFData TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Methods

rnf :: TestResult -> () #

Eq TestResult Source # 
Instance details

Defined in Statistics.Test.Types

Ord TestResult Source # 
Instance details

Defined in Statistics.Test.Types

type Rep TestResult Source # 
Instance details

Defined in Statistics.Test.Types

type Rep TestResult = D1 ('MetaData "TestResult" "Statistics.Test.Types" "statistics-0.16.2.0-Iazw6pxXVUYHaurUiPE2b2" 'False) (C1 ('MetaCons "Significant" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "NotSignificant" 'PrefixI 'False) (U1 :: Type -> Type))

significant :: Bool -> TestResult Source #

significant if parameter is True, not significant otherwise

data PositionTest Source #

Test type for test which compare positional (mean,median etc.) information of samples.

Constructors

SamplesDiffer

Test whether samples differ in position. Null hypothesis is samples are not different

AGreater

Test if first sample (A) is larger than second (B). Null hypothesis is first sample is not larger than second.

BGreater

Test if second sample is larger than first.

Instances

Instances details
FromJSON PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

ToJSON PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Data PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> PositionTest -> c PositionTest #

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c PositionTest #

toConstr :: PositionTest -> Constr #

dataTypeOf :: PositionTest -> DataType #

dataCast1 :: Typeable t => (forall d. Data d => c (t d)) -> Maybe (c PositionTest) #

dataCast2 :: Typeable t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c PositionTest) #

gmapT :: (forall b. Data b => b -> b) -> PositionTest -> PositionTest #

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> PositionTest -> r #

gmapQr :: forall r r'. (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> PositionTest -> r #

gmapQ :: (forall d. Data d => d -> u) -> PositionTest -> [u] #

gmapQi :: Int -> (forall d. Data d => d -> u) -> PositionTest -> u #

gmapM :: Monad m => (forall d. Data d => d -> m d) -> PositionTest -> m PositionTest #

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> PositionTest -> m PositionTest #

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> PositionTest -> m PositionTest #

Generic PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Associated Types

type Rep PositionTest :: Type -> Type #

Show PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Binary PositionTest Source # 
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Defined in Statistics.Test.Types

NFData PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Methods

rnf :: PositionTest -> () #

Eq PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

Ord PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

type Rep PositionTest Source # 
Instance details

Defined in Statistics.Test.Types

type Rep PositionTest = D1 ('MetaData "PositionTest" "Statistics.Test.Types" "statistics-0.16.2.0-Iazw6pxXVUYHaurUiPE2b2" 'False) (C1 ('MetaCons "SamplesDiffer" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "AGreater" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "BGreater" 'PrefixI 'False) (U1 :: Type -> Type)))