Safe Haskell | None |
---|---|
Language | Haskell2010 |
Statistics.Test.Types
Synopsis
- data Test distr = Test {
- testSignificance :: !(PValue Double)
- testStatistics :: !Double
- testDistribution :: distr
- isSignificant :: PValue Double -> Test d -> TestResult
- data TestResult
- significant :: Bool -> TestResult
- data PositionTest
Documentation
Result of statistical test.
Constructors
Test | |
Fields
|
Instances
Functor Test Source # | |||||
FromJSON d => FromJSON (Test d) Source # | |||||
Defined in Statistics.Test.Types Methods parseJSON :: Value -> Parser (Test d) parseJSONList :: Value -> Parser [Test d] omittedField :: Maybe (Test d) | |||||
ToJSON d => ToJSON (Test d) Source # | |||||
Defined in Statistics.Test.Types Methods toEncoding :: Test d -> Encoding toJSONList :: [Test d] -> Value toEncodingList :: [Test d] -> Encoding | |||||
Data distr => Data (Test distr) Source # | |||||
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 # | |||||
Defined in Statistics.Test.Types Associated Types
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Show distr => Show (Test distr) Source # | |||||
Binary d => Binary (Test d) Source # | |||||
NFData d => NFData (Test d) Source # | |||||
Defined in Statistics.Test.Types | |||||
Eq distr => Eq (Test distr) Source # | |||||
Ord distr => Ord (Test distr) Source # | |||||
type Rep (Test distr) Source # | |||||
Defined in Statistics.Test.Types type Rep (Test distr) = D1 ('MetaData "Test" "Statistics.Test.Types" "statistics-0.16.2.1-GC0UmpORwJ8SU4BdSiJEf" '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
FromJSON TestResult Source # | |||||
Defined in Statistics.Test.Types Methods parseJSON :: Value -> Parser TestResult parseJSONList :: Value -> Parser [TestResult] omittedField :: Maybe TestResult | |||||
ToJSON TestResult Source # | |||||
Defined in Statistics.Test.Types Methods toJSON :: TestResult -> Value toEncoding :: TestResult -> Encoding toJSONList :: [TestResult] -> Value toEncodingList :: [TestResult] -> Encoding omitField :: TestResult -> Bool | |||||
Data TestResult Source # | |||||
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 # | |||||
Defined in Statistics.Test.Types Associated Types
| |||||
Show TestResult Source # | |||||
Defined in Statistics.Test.Types Methods showsPrec :: Int -> TestResult -> ShowS show :: TestResult -> String showList :: [TestResult] -> ShowS | |||||
Binary TestResult Source # | |||||
Defined in Statistics.Test.Types | |||||
NFData TestResult Source # | |||||
Defined in Statistics.Test.Types Methods rnf :: TestResult -> () | |||||
Eq TestResult Source # | |||||
Defined in Statistics.Test.Types | |||||
Ord TestResult Source # | |||||
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 Source # | |||||
Defined in Statistics.Test.Types type Rep TestResult = D1 ('MetaData "TestResult" "Statistics.Test.Types" "statistics-0.16.2.1-GC0UmpORwJ8SU4BdSiJEf" '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
FromJSON PositionTest Source # | |||||
Defined in Statistics.Test.Types Methods parseJSON :: Value -> Parser PositionTest parseJSONList :: Value -> Parser [PositionTest] omittedField :: Maybe PositionTest | |||||
ToJSON PositionTest Source # | |||||
Defined in Statistics.Test.Types Methods toJSON :: PositionTest -> Value toEncoding :: PositionTest -> Encoding toJSONList :: [PositionTest] -> Value toEncodingList :: [PositionTest] -> Encoding omitField :: PositionTest -> Bool | |||||
Data PositionTest Source # | |||||
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 # | |||||
Defined in Statistics.Test.Types Associated Types
| |||||
Show PositionTest Source # | |||||
Defined in Statistics.Test.Types Methods showsPrec :: Int -> PositionTest -> ShowS show :: PositionTest -> String showList :: [PositionTest] -> ShowS | |||||
Binary PositionTest Source # | |||||
Defined in Statistics.Test.Types | |||||
NFData PositionTest Source # | |||||
Defined in Statistics.Test.Types Methods rnf :: PositionTest -> () | |||||
Eq PositionTest Source # | |||||
Defined in Statistics.Test.Types | |||||
Ord PositionTest Source # | |||||
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 Source # | |||||
Defined in Statistics.Test.Types type Rep PositionTest = D1 ('MetaData "PositionTest" "Statistics.Test.Types" "statistics-0.16.2.1-GC0UmpORwJ8SU4BdSiJEf" '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))) |