Struct statrs::distribution::Pareto [−][src]
pub struct Pareto { /* fields omitted */ }
Expand description
Implementations
impl Pareto
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impl Pareto
[src]pub fn new(scale: f64, shape: f64) -> Result<Pareto>
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pub fn new(scale: f64, shape: f64) -> Result<Pareto>
[src]Constructs a new Pareto distribution with scale scale
, and shape
shape.
Errors
Returns an error if any of scale
or shape
are NaN
.
Returns an error if scale <= 0.0
or shape <= 0.0
Examples
use statrs::distribution::Pareto; let mut result = Pareto::new(1.0, 2.0); assert!(result.is_ok()); result = Pareto::new(0.0, 0.0); assert!(result.is_err());
Trait Implementations
impl Continuous<f64, f64> for Pareto
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impl Continuous<f64, f64> for Pareto
[src]impl ContinuousCDF<f64, f64> for Pareto
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impl ContinuousCDF<f64, f64> for Pareto
[src]fn cdf(&self, x: f64) -> f64
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fn cdf(&self, x: f64) -> f64
[src]Calculates the cumulative distribution function for the Pareto
distribution at x
Formula
if x < x_m { 0 } else { 1 - (x_m/x)^α }
where x_m
is the scale and α
is the shape
fn inverse_cdf(&self, p: T) -> K
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fn inverse_cdf(&self, p: T) -> K
[src]Due to issues with rounding and floating-point accuracy the default
implementation may be ill-behaved.
Specialized inverse cdfs should be used whenever possible.
Performs a binary search on the domain of cdf
to obtain an approximation
of F^-1(p) := inf { x | F(x) >= p }
. Needless to say, performance may
may be lacking. Read more
impl Distribution<f64> for Pareto
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impl Distribution<f64> for Pareto
[src]fn mean(&self) -> Option<f64>
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fn mean(&self) -> Option<f64>
[src]Returns the mean of the Pareto distribution
Formula
if α <= 1 { INF } else { (α * x_m)/(α - 1) }
where x_m
is the scale and α
is the shape
fn variance(&self) -> Option<f64>
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fn variance(&self) -> Option<f64>
[src]Returns the variance of the Pareto distribution
Formula
if α <= 2 { INF } else { (x_m/(α - 1))^2 * (α/(α - 2)) }
where x_m
is the scale and α
is the shape
fn entropy(&self) -> Option<f64>
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fn entropy(&self) -> Option<f64>
[src]Returns the entropy for the Pareto distribution
Formula
ln(α/x_m) - 1/α - 1
where x_m
is the scale and α
is the shape
impl Distribution<f64> for Pareto
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impl Distribution<f64> for Pareto
[src]fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> f64
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fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> f64
[src]Generate a random value of T
, using rng
as the source of randomness.
fn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> where
R: Rng,
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fn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> where
R: Rng,
[src]Create an iterator that generates random values of T
, using rng
as
the source of randomness. Read more
impl Copy for Pareto
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impl StructuralPartialEq for Pareto
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Auto Trait Implementations
impl RefUnwindSafe for Pareto
impl Send for Pareto
impl Sync for Pareto
impl Unpin for Pareto
impl UnwindSafe for Pareto
Blanket Implementations
impl<T> BorrowMut<T> for T where
T: ?Sized,
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impl<T> BorrowMut<T> for T where
T: ?Sized,
[src]pub fn borrow_mut(&mut self) -> &mut T
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pub fn borrow_mut(&mut self) -> &mut T
[src]Mutably borrows from an owned value. Read more
impl<T> Same<T> for T
impl<T> Same<T> for T
type Output = T
type Output = T
Should always be Self
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
pub fn to_subset(&self) -> Option<SS>
pub fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct self
from the equivalent element of its
superset. Read more
pub fn is_in_subset(&self) -> bool
pub fn is_in_subset(&self) -> bool
Checks if self
is actually part of its subset T
(and can be converted to it).
pub fn to_subset_unchecked(&self) -> SS
pub fn to_subset_unchecked(&self) -> SS
Use with care! Same as self.to_subset
but without any property checks. Always succeeds.
pub fn from_subset(element: &SS) -> SP
pub fn from_subset(element: &SS) -> SP
The inclusion map: converts self
to the equivalent element of its superset.
impl<T> ToOwned for T where
T: Clone,
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impl<T> ToOwned for T where
T: Clone,
[src]type Owned = T
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T
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pub fn to_owned(&self) -> T
[src]Creates owned data from borrowed data, usually by cloning. Read more
pub fn clone_into(&self, target: &mut T)
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pub fn clone_into(&self, target: &mut T)
[src]🔬 This is a nightly-only experimental API. (toowned_clone_into
)
recently added
Uses borrowed data to replace owned data, usually by cloning. Read more
impl<V, T> VZip<V> for T where
V: MultiLane<T>,
impl<V, T> VZip<V> for T where
V: MultiLane<T>,