Struct BayesianModelSelectionResult

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pub struct BayesianModelSelectionResult {
    pub model_names: Vec<String>,
    pub log_evidence: Vec<f64>,
    pub model_probabilities: Vec<f64>,
    pub bayes_factors: Vec<f64>,
    pub best_model_index: usize,
    pub method: EvidenceEstimationMethod,
}

Expand description

Result of Bayesian model selection

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§model_names: Vec<String>

Model identifiers

§log_evidence: Vec<f64>

Log evidence for each model

§model_probabilities: Vec<f64>

Model probabilities (Bayesian weights)

§bayes_factors: Vec<f64>

Bayes factors relative to the best model

§best_model_index: usize

Best model index

§method: EvidenceEstimationMethod

Evidence estimation method used

Implementations§

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impl BayesianModelSelectionResult

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pub fn best_model(&self) -> &str

Get the best model name

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pub fn model_ranking(&self) -> Vec<(usize, &str, f64)>

Get ranking of models by evidence

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pub fn evidence_interpretation( &self, model1_idx: usize, model2_idx: usize, ) -> String

Interpret the strength of evidence using Jeffreys’ scale

Trait Implementations§

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impl Clone for BayesianModelSelectionResult

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fn clone(&self) -> BayesianModelSelectionResult

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 BayesianModelSelectionResult

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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 BayesianModelSelectionResult

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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