Statistics.Test.Types

Documentation

data Test distr

Result of statistical test.

Constructors

Test

Fields

• testSignificance :: !(PValue Double)

  Probability of getting value of test statistics at least as extreme as measured.

• testStatistics :: !Double

  Statistic used for test.

• testDistribution :: distr

  Distribution of test statistics if null hypothesis is correct.

Instances

Functor Test

Defined in Statistics.Test.Types

Methods

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

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

FromJSON d => FromJSON (Test d)

Defined in Statistics.Test.Types

Methods

parseJSON :: Value -> Parser (Test d)

parseJSONList :: Value -> Parser [Test d]

ToJSON d => ToJSON (Test d)

Defined in Statistics.Test.Types

Methods

toJSON :: Test d -> Value

toEncoding :: Test d -> Encoding

toJSONList :: [Test d] -> Value

toEncodingList :: [Test d] -> Encoding

Data distr => Data (Test distr)

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)

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)

Defined in Statistics.Test.Types

Methods

showsPrec :: Int -> Test distr -> ShowS

show :: Test distr -> String

showList :: [Test distr] -> ShowS

Binary d => Binary (Test d)

Defined in Statistics.Test.Types

Methods

put :: Test d -> Put

get :: Get (Test d)

putList :: [Test d] -> Put

NFData d => NFData (Test d)

Defined in Statistics.Test.Types

Methods

rnf :: Test d -> ()

Eq distr => Eq (Test distr)

Defined in Statistics.Test.Types

Methods

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

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

Ord distr => Ord (Test distr)

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)

Defined in Statistics.Test.Types

type Rep (Test distr) = D1 ('MetaData "Test" "Statistics.Test.Types" "statistics-0.16.1.2-Iy2OlgsQcuU95mQ6cCLr7i" '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

Check whether test is significant for given p-value.

data TestResult

Result of hypothesis testing

Constructors

Significant

Null hypothesis should be rejected

NotSignificant

Data is compatible with hypothesis

Instances

FromJSON TestResult

Defined in Statistics.Test.Types

Methods

parseJSON :: Value -> Parser TestResult

parseJSONList :: Value -> Parser [TestResult]

ToJSON TestResult

Defined in Statistics.Test.Types

Methods

toJSON :: TestResult -> Value

toEncoding :: TestResult -> Encoding

toJSONList :: [TestResult] -> Value

toEncodingList :: [TestResult] -> Encoding

Data TestResult

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

Defined in Statistics.Test.Types

Associated Types

type Rep TestResult :: Type -> Type

Methods

from :: TestResult -> Rep TestResult x

to :: Rep TestResult x -> TestResult

Show TestResult

Defined in Statistics.Test.Types

Methods

showsPrec :: Int -> TestResult -> ShowS

show :: TestResult -> String

showList :: [TestResult] -> ShowS

Binary TestResult

Defined in Statistics.Test.Types

Methods

put :: TestResult -> Put

get :: Get TestResult

putList :: [TestResult] -> Put

NFData TestResult

Defined in Statistics.Test.Types

Methods

rnf :: TestResult -> ()

Eq TestResult

Defined in Statistics.Test.Types

Methods

(==) :: TestResult -> TestResult -> Bool

(/=) :: TestResult -> TestResult -> Bool

Ord TestResult

Defined in Statistics.Test.Types

Methods

compare :: TestResult -> TestResult -> Ordering

(<) :: TestResult -> TestResult -> Bool

(<=) :: TestResult -> TestResult -> Bool

(>) :: TestResult -> TestResult -> Bool

(>=) :: TestResult -> TestResult -> Bool

max :: TestResult -> TestResult -> TestResult

min :: TestResult -> TestResult -> TestResult

type Rep TestResult

Defined in Statistics.Test.Types

type Rep TestResult = D1 ('MetaData "TestResult" "Statistics.Test.Types" "statistics-0.16.1.2-Iy2OlgsQcuU95mQ6cCLr7i" 'False) (C1 ('MetaCons "Significant" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "NotSignificant" 'PrefixI 'False) (U1 :: Type -> Type))

significant :: Bool -> TestResult

significant if parameter is True, not significant otherwise

data PositionTest

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

FromJSON PositionTest

Defined in Statistics.Test.Types

Methods

parseJSON :: Value -> Parser PositionTest

parseJSONList :: Value -> Parser [PositionTest]

ToJSON PositionTest

Defined in Statistics.Test.Types

Methods

toJSON :: PositionTest -> Value

toEncoding :: PositionTest -> Encoding

toJSONList :: [PositionTest] -> Value

toEncodingList :: [PositionTest] -> Encoding

Data PositionTest

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

Defined in Statistics.Test.Types

Associated Types

type Rep PositionTest :: Type -> Type

Methods

from :: PositionTest -> Rep PositionTest x

to :: Rep PositionTest x -> PositionTest

Show PositionTest

Defined in Statistics.Test.Types

Methods

showsPrec :: Int -> PositionTest -> ShowS

show :: PositionTest -> String

showList :: [PositionTest] -> ShowS

Binary PositionTest

Defined in Statistics.Test.Types

Methods

put :: PositionTest -> Put

get :: Get PositionTest

putList :: [PositionTest] -> Put

NFData PositionTest

Defined in Statistics.Test.Types

Methods

rnf :: PositionTest -> ()

Eq PositionTest

Defined in Statistics.Test.Types

Methods

(==) :: PositionTest -> PositionTest -> Bool

(/=) :: PositionTest -> PositionTest -> Bool

Ord PositionTest

Defined in Statistics.Test.Types

Methods

compare :: PositionTest -> PositionTest -> Ordering

(<) :: PositionTest -> PositionTest -> Bool

(<=) :: PositionTest -> PositionTest -> Bool

(>) :: PositionTest -> PositionTest -> Bool

(>=) :: PositionTest -> PositionTest -> Bool

max :: PositionTest -> PositionTest -> PositionTest

min :: PositionTest -> PositionTest -> PositionTest

type Rep PositionTest

Defined in Statistics.Test.Types

type Rep PositionTest = D1 ('MetaData "PositionTest" "Statistics.Test.Types" "statistics-0.16.1.2-Iy2OlgsQcuU95mQ6cCLr7i" '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)))