Struct statrs::distribution::Poisson
source · [−]pub struct Poisson { /* private fields */ }
Expand description
Implementations
Trait Implementations
sourceimpl Discrete<u64, f64> for Poisson
impl Discrete<u64, f64> for Poisson
sourceimpl DiscreteCDF<u64, f64> for Poisson
impl DiscreteCDF<u64, f64> for Poisson
sourcefn cdf(&self, x: u64) -> f64
fn cdf(&self, x: u64) -> f64
Calculates the cumulative distribution function for the poisson
distribution at x
Formula
P(x + 1, λ)
where λ
is the rate and P
is the upper regularized gamma function
sourcefn sf(&self, x: u64) -> f64
fn sf(&self, x: u64) -> f64
Calculates the survival function for the poisson
distribution at x
Formula
P(x + 1, λ)
where λ
is the rate and P
is the lower regularized gamma function
sourcefn inverse_cdf(&self, p: T) -> K
fn inverse_cdf(&self, p: T) -> K
Due to issues with rounding and floating-point accuracy the default implementation may be ill-behaved Specialized inverse cdfs should be used whenever possible. Read more
sourceimpl Distribution<f64> for Poisson
impl Distribution<f64> for Poisson
sourcefn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> f64
fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> f64
Generates one sample from the Poisson distribution either by Knuth’s method if lambda < 30.0 or Rejection method PA by A. C. Atkinson from the Journal of the Royal Statistical Society Series C (Applied Statistics) Vol. 28 No. 1. (1979) pp. 29 - 35 otherwise
sourcefn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> where
R: Rng,
fn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> where
R: Rng,
Create an iterator that generates random values of T
, using rng
as
the source of randomness. Read more
sourceimpl Distribution<f64> for Poisson
impl Distribution<f64> for Poisson
sourceimpl PartialEq<Poisson> for Poisson
impl PartialEq<Poisson> for Poisson
impl Copy for Poisson
impl StructuralPartialEq for Poisson
Auto Trait Implementations
impl RefUnwindSafe for Poisson
impl Send for Poisson
impl Sync for Poisson
impl Unpin for Poisson
impl UnwindSafe for Poisson
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcefn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct self
from the equivalent element of its
superset. Read more
fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if self
is actually part of its subset T
(and can be converted to it).
fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as self.to_subset
but without any property checks. Always succeeds.
fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts self
to the equivalent element of its superset.