Enum MarginalDistribution 

pub enum MarginalDistribution {
    Normal {
        mu: f64,
        sigma: f64,
    },
    LogNormal {
        mu: f64,
        sigma: f64,
    },
    Uniform {
        a: f64,
        b: f64,
    },
    DiscreteUniform {
        min: i32,
        max: i32,
    },
    Custom {
        quantiles: Vec<f64>,
    },
}

Types of marginal distributions for correlated fields.

Variants

Normal

Standard normal (will be transformed)

Fields

mu: f64

sigma: f64

LogNormal

Log-normal (positive values)

Fields

mu: f64

sigma: f64

Uniform

Uniform on [a, b]

Fields

a: f64

b: f64

DiscreteUniform

Discrete uniform on integers [min, max]

Fields

min: i32

max: i32

Custom

Custom quantile function (percentiles)

Fields

quantiles: Vec<f64>

Implementations

impl MarginalDistribution

pub fn inverse_cdf(&self, u: f64) -> f64

Transform a uniform [0,1] value to this marginal distribution.

Trait Implementations

impl Clone for MarginalDistribution

fn clone(&self) -> MarginalDistribution

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MarginalDistribution

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

Formats the value using the given formatter.

impl Default for MarginalDistribution

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MarginalDistribution

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MarginalDistribution

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.