Trait SummaryStatistics

pub trait SummaryStatistics
where
    Self::Item: FromPrimitive,
    Self::Output: NumOps<Self::Item, Self::Output>,
{
    type Item;
    type Output;

    // Required methods
    fn len(&self) -> usize;
    fn product(&self) -> Self::Output;
    fn sum(&self) -> Self::Output;
    fn std(&self) -> Self::Output;
    fn var(&self) -> Self::Output;

    // Provided methods
    fn elems(&self) -> Self::Item { ... }
    fn is_empty(&self) -> bool { ... }
    fn mean(&self) -> Self::Output { ... }
}

This trait describes the fundamental methods of summary statistics. These include the mean, standard deviation, variance, and more.

Required Associated Types

type Item

type Output

Required Methods

fn len(&self) -> usize

returns the number of elements in the iterator

fn product(&self) -> Self::Output

returns the number of elements in the iterator as an Item type.

fn sum(&self) -> Self::Output

returns the sum of the iterator

fn std(&self) -> Self::Output

returns the standard deviation of the iterator

fn var(&self) -> Self::Output

returns the variance of the iterator

Provided Methods

fn elems(&self) -> Self::Item

returns the number of elements in the iterator as an Item type.

fn is_empty(&self) -> bool

returns true if the iterator is empty

fn mean(&self) -> Self::Output

returns the mean of the iterator

Implementations on Foreign Types

impl<A, S, D> SummaryStatistics for ArrayBase<S, D>

where A: Copy + FromPrimitive + Num + Pow<i32, Output = A> + Product + Root<Output = A> + Sum, D: Dimension, S: Data<Elem = A>, for<'a> &'a A: Product,

type Item = A

type Output = A

fn len(&self) -> usize

fn product(&self) -> Self::Output

fn sum(&self) -> Self::Output

fn std(&self) -> Self::Output

fn var(&self) -> Self::Output

impl<T> SummaryStatistics for [T]

where T: Copy + FromPrimitive + Num + Pow<i32, Output = T> + Product + Root<Output = T> + Sum,

type Item = T

type Output = T

fn len(&self) -> usize

fn product(&self) -> Self::Output

fn sum(&self) -> Self::Output

fn std(&self) -> Self::Output

fn var(&self) -> Self::Output

impl<T> SummaryStatistics for Vec<T>

where T: Copy + FromPrimitive + Num + Pow<i32, Output = T> + Product + Root<Output = T> + Sum,

type Item = T

type Output = T

fn len(&self) -> usize

fn product(&self) -> Self::Output

fn sum(&self) -> Self::Output

fn std(&self) -> Self::Output

fn var(&self) -> Self::Output

impl<T, I> SummaryStatistics for &I

where I: Clone + ExactSizeIterator<Item = T>, T: Copy + FromPrimitive + Num + Pow<i32, Output = T> + Product + Root<Output = T> + Sum,

type Item = T

type Output = T

fn len(&self) -> usize

fn product(&self) -> Self::Output

fn sum(&self) -> Self::Output

fn std(&self) -> Self::Output

fn var(&self) -> Self::Output

Implementors