Struct InformationCriterionResult

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pub struct InformationCriterionResult {
    pub criterion_name: String,
    pub value: f64,
    pub log_likelihood: f64,
    pub n_parameters: usize,
    pub n_data_points: usize,
    pub effective_parameters: Option<f64>,
    pub standard_error: Option<f64>,
    pub weight: Option<f64>,
}

Expand description

Result of information criterion calculation

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§criterion_name: String

Name of the criterion

§value: f64

Value of the information criterion

§log_likelihood: f64

Log-likelihood of the model

§n_parameters: usize

Number of parameters

§n_data_points: usize

Number of data points

§effective_parameters: Option<f64>

Effective number of parameters (for DIC, WAIC)

§standard_error: Option<f64>

Standard error of the criterion (if available)

§weight: Option<f64>

Model weight relative to other models

Implementations§

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impl InformationCriterionResult

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pub fn new( criterion_name: String, value: f64, log_likelihood: f64, n_parameters: usize, n_data_points: usize, ) -> Self

Create new IC result

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pub fn with_effective_parameters(self, p_eff: f64) -> Self

Set effective number of parameters

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pub fn with_standard_error(self, se: f64) -> Self

Set standard error

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pub fn with_weight(self, weight: f64) -> Self

Set model weight

Trait Implementations§

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impl Clone for InformationCriterionResult

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fn clone(&self) -> InformationCriterionResult

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 InformationCriterionResult

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for InformationCriterionResult

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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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

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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