[−][src]Struct average::Moments4
Estimate the first N moments of a sequence of numbers ("population").
Methods
impl Moments4
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pub fn new() -> Moments4
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Create a new moments estimator.
pub fn is_empty(&self) -> bool
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Determine whether the sample is empty.
pub fn len(&self) -> u64
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Return the sample size.
pub fn mean(&self) -> f64
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Estimate the mean of the population.
Returns 0 for an empty sample.
pub fn central_moment(&self, p: usize) -> f64
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Estimate the p
th central moment of the population.
pub fn standardized_moment(&self, p: usize) -> f64
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Estimate the p
th standardized moment of the population.
pub fn sample_variance(&self) -> f64
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Calculate the sample variance.
This is an unbiased estimator of the variance of the population.
pub fn sample_skewness(&self) -> f64
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Calculate the sample skewness.
pub fn sample_excess_kurtosis(&self) -> f64
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Calculate the sample excess kurtosis.
pub fn add(&mut self, x: f64)
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Add an observation sampled from the population.
Trait Implementations
impl Merge for Moments4
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impl Debug for Moments4
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impl FromIterator<f64> for Moments4
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fn from_iter<T>(iter: T) -> Moments4 where
T: IntoIterator<Item = f64>,
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T: IntoIterator<Item = f64>,
impl<'a> FromIterator<&'a f64> for Moments4
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fn from_iter<T>(iter: T) -> Moments4 where
T: IntoIterator<Item = &'a f64>,
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T: IntoIterator<Item = &'a f64>,
impl Clone for Moments4
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fn clone(&self) -> Moments4
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fn clone_from(&mut self, source: &Self)
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Performs copy-assignment from source
. Read more
impl Default for Moments4
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Auto Trait Implementations
Blanket Implementations
impl<T, U> TryFrom for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T> From for T
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impl<T, U> TryInto for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<T, U> Into for T where
U: From<T>,
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U: From<T>,
impl<T> Borrow for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<Src, Dst> ValueInto for Src where
Dst: ValueFrom<Src>,
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Dst: ValueFrom<Src>,
type Err = <Dst as ValueFrom<Src>>::Err
The error type produced by a failed conversion.
fn value_into(self) -> Result<Dst, <Src as ValueInto<Dst>>::Err>
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impl<Dst, Src, Scheme> ApproxInto for Src where
Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
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Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
type Err = <Dst as ApproxFrom<Src, Scheme>>::Err
The error type produced by a failed conversion.
fn approx_into(self) -> Result<Dst, <Src as ApproxInto<Dst, Scheme>>::Err>
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impl<T, Dst> ConvAsUtil for T
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fn approx(self) -> Result<Dst, Self::Err> where
Self: ApproxInto<Dst, DefaultApprox>,
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Self: ApproxInto<Dst, DefaultApprox>,
Approximate the subject with the default scheme.
fn approx_by<Scheme>(self) -> Result<Dst, Self::Err> where
Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
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Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
Approximate the subject with a specific scheme.
impl<T> ConvUtil for T
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fn approx_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: ApproxInto<Dst, DefaultApprox>,
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Self: ApproxInto<Dst, DefaultApprox>,
Approximate the subject to a given type with the default scheme.
fn approx_as_by<Dst, Scheme>(self) -> Result<Dst, Self::Err> where
Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
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Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
Approximate the subject to a given type with a specific scheme.
fn into_as<Dst>(self) -> Dst where
Self: Into<Dst>,
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Self: Into<Dst>,
Convert the subject to a given type.
fn try_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: TryInto<Dst>,
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Self: TryInto<Dst>,
Attempt to convert the subject to a given type.
fn value_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: ValueInto<Dst>,
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Self: ValueInto<Dst>,
Attempt a value conversion of the subject to a given type.
impl<Src, Scheme> ApproxFrom for Src where
Scheme: ApproxScheme,
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Scheme: ApproxScheme,
type Err = NoError
The error type produced by a failed conversion.
fn approx_from(src: Src) -> Result<Src, <Src as ApproxFrom<Src, Scheme>>::Err>
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impl<Src> ValueFrom for Src
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type Err = NoError
The error type produced by a failed conversion.
fn value_from(src: Src) -> Result<Src, <Src as ValueFrom<Src>>::Err>
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impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
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fn clone_into(&self, target: &mut T)
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impl<Src> TryFrom for Src
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type Err = NoError
The error type produced by a failed conversion.
fn try_from(src: Src) -> Result<Src, <Src as TryFrom<Src>>::Err>
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impl<Src, Dst> TryInto for Src where
Dst: TryFrom<Src>,
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Dst: TryFrom<Src>,