Struct probability::prelude::Laplace

pub struct Laplace { /* fields omitted */ }

A Laplace distribution.

Implementations

impl Laplace

pub fn new(mu: f64, b: f64) -> Self

Create a Laplace distribution with location mu and scale b.

It should hold that b > 0.

pub fn mu(&self) -> f64

pub fn b(&self) -> f64

Trait Implementations

impl Clone for Laplace

fn clone(&self) -> Laplace

Returns a copy of the value.

pub fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Continuous for Laplace

fn density(&self, x: f64) -> f64

Compute the probability density function.

impl Copy for Laplace

impl Debug for Laplace

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Distribution for Laplace

type Value = f64

The type of outcomes.

fn distribution(&self, x: f64) -> f64

Compute the cumulative distribution function.

impl Entropy for Laplace

fn entropy(&self) -> f64

Compute the differential entropy.

impl Inverse for Laplace

fn inverse(&self, p: f64) -> f64

Compute the inverse of the cumulative distribution function.

impl Kurtosis for Laplace

fn kurtosis(&self) -> f64

Compute the excess kurtosis.

impl Mean for Laplace

fn mean(&self) -> f64

Compute the expected value.

impl Median for Laplace

fn median(&self) -> f64

Compute the median.

impl Modes for Laplace

fn modes(&self) -> Vec<f64>

Compute the modes.

impl Sample for Laplace

fn sample<S>(&self, source: &mut S) -> f64 where
    S: Source, 

Draw a sample.

impl Skewness for Laplace

fn skewness(&self) -> f64

Compute the skewness.

impl Variance for Laplace

fn variance(&self) -> f64

Compute the variance.

fn deviation(&self) -> f64

Compute the standard deviation.