Struct ConvergenceDiagnostics

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pub struct ConvergenceDiagnostics<F> {
    pub rhat: RwLock<Array1<F>>,
    pub ess: RwLock<Array1<F>>,
    pub split_rhat: RwLock<Array1<F>>,
    pub rank_rhat: RwLock<Array1<F>>,
    pub mcse: RwLock<Array1<F>>,
    pub autocorrelations: RwLock<Array2<F>>,
    pub geweke_z: RwLock<Array1<F>>,
    pub heidelberger_welch: RwLock<Vec<bool>>,
}

Expand description

Comprehensive convergence diagnostics

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§rhat: RwLock<Array1<F>>

R-hat statistics for each parameter

§ess: RwLock<Array1<F>>

Effective sample sizes

§split_rhat: RwLock<Array1<F>>

Split R-hat statistics

§rank_rhat: RwLock<Array1<F>>

Rank-normalized R-hat

§mcse: RwLock<Array1<F>>

Monte Carlo standard errors

§autocorrelations: RwLock<Array2<F>>

Autocorrelation functions

§geweke_z: RwLock<Array1<F>>

Geweke convergence diagnostics

§heidelberger_welch: RwLock<Vec<bool>>

Heidelberger-Welch test results

Trait Implementations§

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impl<F: Debug> Debug for ConvergenceDiagnostics<F>

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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<F> UnwindSafe for ConvergenceDiagnostics<F>

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> 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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