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FitResult

u_analytics::distribution

Struct FitResult 

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pub struct FitResult {
    pub distribution: String,
    pub parameters: Vec<(String, f64)>,
    pub log_likelihood: f64,
    pub aic: f64,
    pub bic: f64,
    pub n_params: usize,
}
Expand description

Result of a distribution fit via maximum likelihood estimation.

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§distribution: String

Name of the fitted distribution (e.g., “Normal”, “Exponential”).

§parameters: Vec<(String, f64)>

Estimated parameters (name, value) pairs.

§log_likelihood: f64

Log-likelihood at MLE parameters.

§aic: f64

Akaike Information Criterion: -2·ℓ + 2k.

§bic: f64

Bayesian Information Criterion: -2·ℓ + k·ln(n).

§n_params: usize

Number of estimated parameters (k).

Trait Implementations§

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impl Clone for FitResult

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fn clone(&self) -> FitResult

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FitResult

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

Formats the value using the given formatter. Read more

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impl<T> Any for T
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fn borrow(&self) -> &T

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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type Error = Infallible

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fn vzip(self) -> V