Safe Haskell	None
Language	Haskell98

Statistics.Test.Types

Synopsis

Documentation

data Test distr Source #

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 Source #
Methods fmap :: (a -> b) -> Test a -> Test b # (<$) :: a -> Test b -> Test a #
Eq distr => Eq (Test distr) Source #
Methods (==) :: Test distr -> Test distr -> Bool # (/=) :: Test distr -> Test distr -> Bool #
Data distr => Data (Test distr) Source #
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 :: (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) #
Ord distr => Ord (Test distr) Source #
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 #
Show distr => Show (Test distr) Source #
Methods showsPrec :: Int -> Test distr -> ShowS # show :: Test distr -> String # showList :: [Test distr] -> ShowS #
Generic (Test distr) Source #
Associated Types type Rep (Test distr) :: * -> * # Methods from :: Test distr -> Rep (Test distr) x # to :: Rep (Test distr) x -> Test distr #
NFData d => NFData (Test d) Source #
Methods rnf :: Test d -> () #
ToJSON d => ToJSON (Test d) Source #
Methods toJSON :: Test d -> Value # toEncoding :: Test d -> Encoding # toJSONList :: [Test d] -> Value # toEncodingList :: [Test d] -> Encoding #
FromJSON d => FromJSON (Test d) Source #
Methods parseJSON :: Value -> Parser (Test d) # parseJSONList :: Value -> Parser [Test d] #
Binary d => Binary (Test d) Source #
Methods put :: Test d -> Put # get :: Get (Test d) # putList :: [Test d] -> Put #
type Rep (Test distr) Source #
type Rep (Test distr) = D1 (MetaData "Test" "Statistics.Test.Types" "statistics-0.14.0.2-9wDz1lVU92ZDJSrAe5uHzb" False) (C1 (MetaCons "Test" PrefixI True) ((::) (S1 (MetaSel (Just Symbol "testSignificance") NoSourceUnpackedness SourceStrict DecidedUnpack) (Rec0 (PValue Double))) ((::) (S1 (MetaSel (Just Symbol "testStatistics") NoSourceUnpackedness SourceStrict DecidedUnpack) (Rec0 Double)) (S1 (MetaSel (Just Symbol "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

Eq TestResult Source #
Methods (==) :: TestResult -> TestResult -> Bool # (/=) :: TestResult -> TestResult -> Bool #
Data TestResult Source #
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 :: (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 #
Ord TestResult Source #
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 #
Show TestResult Source #
Methods showsPrec :: Int -> TestResult -> ShowS # show :: TestResult -> String # showList :: [TestResult] -> ShowS #
Generic TestResult Source #
Associated Types type Rep TestResult :: * -> * # Methods from :: TestResult -> Rep TestResult x # to :: Rep TestResult x -> TestResult #
NFData TestResult Source #
Methods rnf :: TestResult -> () #
ToJSON TestResult Source #
Methods toJSON :: TestResult -> Value # toEncoding :: TestResult -> Encoding # toJSONList :: [TestResult] -> Value # toEncodingList :: [TestResult] -> Encoding #
FromJSON TestResult Source #
Methods parseJSON :: Value -> Parser TestResult # parseJSONList :: Value -> Parser [TestResult] #
Binary TestResult Source #
Methods put :: TestResult -> Put # get :: Get TestResult # putList :: [TestResult] -> Put #
type Rep TestResult Source #
type Rep TestResult = D1 (MetaData "TestResult" "Statistics.Test.Types" "statistics-0.14.0.2-9wDz1lVU92ZDJSrAe5uHzb" False) ((:+:) (C1 (MetaCons "Significant" PrefixI False) U1) (C1 (MetaCons "NotSignificant" PrefixI False) U1))

significant :: Bool -> TestResult Source #

significant if parameter is True, not significant otherwiser

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

Eq PositionTest Source #
Methods (==) :: PositionTest -> PositionTest -> Bool # (/=) :: PositionTest -> PositionTest -> Bool #
Data PositionTest Source #
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 :: (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 #
Ord PositionTest Source #
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 #
Show PositionTest Source #
Methods showsPrec :: Int -> PositionTest -> ShowS # show :: PositionTest -> String # showList :: [PositionTest] -> ShowS #
Generic PositionTest Source #
Associated Types type Rep PositionTest :: * -> * # Methods from :: PositionTest -> Rep PositionTest x # to :: Rep PositionTest x -> PositionTest #
NFData PositionTest Source #
Methods rnf :: PositionTest -> () #
ToJSON PositionTest Source #
Methods toJSON :: PositionTest -> Value # toEncoding :: PositionTest -> Encoding # toJSONList :: [PositionTest] -> Value # toEncodingList :: [PositionTest] -> Encoding #
FromJSON PositionTest Source #
Methods parseJSON :: Value -> Parser PositionTest # parseJSONList :: Value -> Parser [PositionTest] #
Binary PositionTest Source #
Methods put :: PositionTest -> Put # get :: Get PositionTest # putList :: [PositionTest] -> Put #
type Rep PositionTest Source #
type Rep PositionTest = D1 (MetaData "PositionTest" "Statistics.Test.Types" "statistics-0.14.0.2-9wDz1lVU92ZDJSrAe5uHzb" False) ((:+:) (C1 (MetaCons "SamplesDiffer" PrefixI False) U1) ((:+:) (C1 (MetaCons "AGreater" PrefixI False) U1) (C1 (MetaCons "BGreater" PrefixI False) U1)))