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use crate::{DistributionError, NormalError, RandomVariable};
#[derive(Clone, Debug, PartialEq)]
pub struct NormalParams {
mu: f64,
sigma: f64,
}
impl NormalParams {
pub fn new(mu: f64, sigma: f64) -> Result<Self, DistributionError> {
if sigma <= 0.0 {
return Err(DistributionError::InvalidParameters(
NormalError::SigmaMustBePositive.into(),
));
}
Ok(Self { mu, sigma })
}
pub fn mu(&self) -> f64 {
self.mu
}
pub fn sigma(&self) -> f64 {
self.sigma
}
}
impl Default for NormalParams {
fn default() -> Self {
Self::new(0.0, 1.0).unwrap()
}
}
impl RandomVariable for NormalParams {
type RestoreInfo = ();
fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo) {
(vec![self.mu, self.sigma], ())
}
fn len(&self) -> usize {
2usize
}
fn restore(v: &[f64], _: &Self::RestoreInfo) -> Result<Self, DistributionError> {
Self::new(v[0], v[1])
}
}