[−][src]Struct rv::dist::Skellam
Skellam distribution over x in {.., -2, -1, 0, 1, ... }.
Example
use rv::prelude::*; // Create Skellam(μ_1=5.3, μ_2=2.5) let skel = Skellam::new(5.3, 2.5).unwrap(); // Draw 100 samples let mut rng = rand::thread_rng(); let xs: Vec<i32> = skel.sample(100, &mut rng); assert_eq!(xs.len(), 100)
Implementations
impl Skellam
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pub fn new(mu_1: f64, mu_2: f64) -> Result<Self, SkellamError>
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Create a new Skellam distribution with given rates
pub fn new_unchecked(mu_1: f64, mu_2: f64) -> Self
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Creates a new Skellam without checking whether the parameters are valid.
pub fn mu_1(&self) -> f64
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Get the mu_1 parameter
Example
let skel = Skellam::new(2.0, 3.0).unwrap(); assert_eq!(skel.mu_1(), 2.0);
pub fn set_mu_1(&mut self, mu_1: f64) -> Result<(), SkellamError>
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Set the mu_1 (first rate) parameter
Example
use rv::dist::Skellam; let mut skel = Skellam::new(2.0, 1.0).unwrap(); assert_eq!(skel.mu_1(), 2.0); skel.set_mu_1(1.1).unwrap(); assert_eq!(skel.mu_1(), 1.1);
Will error for invalid values
assert!(skel.set_mu_1(1.1).is_ok()); assert!(skel.set_mu_1(0.0).is_err()); assert!(skel.set_mu_1(-1.0).is_err()); assert!(skel.set_mu_1(std::f64::INFINITY).is_err()); assert!(skel.set_mu_1(std::f64::NEG_INFINITY).is_err()); assert!(skel.set_mu_1(std::f64::NAN).is_err());
pub fn set_mu_1_unchecked(&mut self, mu_1: f64)
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Set the mu_1 (first rate) parameter without input validation
pub fn mu_2(&self) -> f64
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Get the mu_2 parameter
Example
let skel = Skellam::new(2.0, 3.0).unwrap(); assert_eq!(skel.mu_2(), 3.0);
pub fn set_mu_2(&mut self, mu_2: f64) -> Result<(), SkellamError>
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Set the mu_2 (second rate) parameter
Example
use rv::dist::Skellam; let mut skel = Skellam::new(2.0, 1.0).unwrap(); assert_eq!(skel.mu_2(), 1.0); skel.set_mu_2(1.1).unwrap(); assert_eq!(skel.mu_2(), 1.1);
Will error for invalid values
assert!(skel.set_mu_2(1.1).is_ok()); assert!(skel.set_mu_2(0.0).is_err()); assert!(skel.set_mu_2(-1.0).is_err()); assert!(skel.set_mu_2(std::f64::INFINITY).is_err()); assert!(skel.set_mu_2(std::f64::NEG_INFINITY).is_err()); assert!(skel.set_mu_2(std::f64::NAN).is_err());
pub fn set_mu_2_unchecked(&mut self, mu_2: f64)
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Set the mu_2 (first rate) parameter without input validation
pub fn set_cache_cap(&self, cap: usize)
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Set the cache size on the internal LRU for Bessel Iv calls.
Trait Implementations
impl Clone for Skellam
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fn clone(&self) -> Self
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fn clone_from(&mut self, source: &Self)
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impl Debug for Skellam
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impl DiscreteDistr<i16> for Skellam
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impl DiscreteDistr<i32> for Skellam
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impl DiscreteDistr<i8> for Skellam
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impl Display for Skellam
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impl<'_> From<&'_ Skellam> for String
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impl Kurtosis for Skellam
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impl Mean<f64> for Skellam
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impl PartialEq<Skellam> for Skellam
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impl Rv<i16> for Skellam
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fn ln_f(&self, x: &i16) -> f64
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fn draw<R: Rng>(&self, rng: &mut R) -> i16
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fn sample<R: Rng>(&self, n: usize, rng: &mut R) -> Vec<i16>
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fn f(&self, x: &X) -> f64
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fn sample_stream<'r, R: Rng>(
&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
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&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
impl Rv<i32> for Skellam
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fn ln_f(&self, x: &i32) -> f64
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fn draw<R: Rng>(&self, rng: &mut R) -> i32
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fn sample<R: Rng>(&self, n: usize, rng: &mut R) -> Vec<i32>
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fn f(&self, x: &X) -> f64
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fn sample_stream<'r, R: Rng>(
&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
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&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
impl Rv<i8> for Skellam
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fn ln_f(&self, x: &i8) -> f64
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fn draw<R: Rng>(&self, rng: &mut R) -> i8
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fn sample<R: Rng>(&self, n: usize, rng: &mut R) -> Vec<i8>
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fn f(&self, x: &X) -> f64
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fn sample_stream<'r, R: Rng>(
&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
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&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
impl Skewness for Skellam
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impl Support<i16> for Skellam
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impl Support<i32> for Skellam
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impl Support<i8> for Skellam
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impl Variance<f64> for Skellam
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Auto Trait Implementations
impl !RefUnwindSafe for Skellam
impl Send for Skellam
impl !Sync for Skellam
impl Unpin for Skellam
impl UnwindSafe for Skellam
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<Fx, X> DiscreteDistr<X> for Fx where
Fx: Deref,
<Fx as Deref>::Target: DiscreteDistr<X>,
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Fx: Deref,
<Fx as Deref>::Target: DiscreteDistr<X>,
impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<Fx> Kurtosis for Fx where
Fx: Deref,
<Fx as Deref>::Target: Kurtosis,
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Fx: Deref,
<Fx as Deref>::Target: Kurtosis,
impl<Fx, X> Mean<X> for Fx where
Fx: Deref,
<Fx as Deref>::Target: Mean<X>,
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Fx: Deref,
<Fx as Deref>::Target: Mean<X>,
impl<Fx, X> Rv<X> for Fx where
Fx: Deref,
<Fx as Deref>::Target: Rv<X>,
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Fx: Deref,
<Fx as Deref>::Target: Rv<X>,
fn ln_f(&Self, &X) -> f64
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fn f(&Self, &X) -> f64
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fn draw<R>(&Self, &mut R) -> X where
R: Rng,
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R: Rng,
fn sample<R>(&Self, usize, &mut R) -> Vec<X> where
R: Rng,
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R: Rng,
fn sample_stream<'r, R: Rng>(
&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
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&'r self,
rng: &'r mut R
) -> Box<dyn Iterator<Item = X> + 'r>
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<Fx> Skewness for Fx where
Fx: Deref,
<Fx as Deref>::Target: Skewness,
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Fx: Deref,
<Fx as Deref>::Target: Skewness,
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
SS: SubsetOf<SP>,
fn to_subset(&self) -> Option<SS>
fn is_in_subset(&self) -> bool
unsafe fn to_subset_unchecked(&self) -> SS
fn from_subset(element: &SS) -> SP
impl<Fx, X> Support<X> for Fx where
Fx: Deref,
<Fx as Deref>::Target: Support<X>,
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Fx: Deref,
<Fx as Deref>::Target: Support<X>,
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<T> ToString for T where
T: Display + ?Sized,
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T: Display + ?Sized,
impl<T, U> TryFrom<U> 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, U> TryInto<U> 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<V, T> VZip<V> for T where
V: MultiLane<T>,
V: MultiLane<T>,
fn vzip(self) -> V
impl<Fx, X> Variance<X> for Fx where
Fx: Deref,
<Fx as Deref>::Target: Variance<X>,
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Fx: Deref,
<Fx as Deref>::Target: Variance<X>,