Struct WaveletLeaderDiagnostics

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pub struct WaveletLeaderDiagnostics {
    pub moments: Vec<f64>,
    pub scaling_exponents: Vec<f64>,
    pub curvature_score: Option<f64>,
    pub linearity_r2: Option<f64>,
}

Expand description

Convenience diagnostics for wavelet-leader scaling.

Bundles together the moments q, scaling exponents ζ(q), and two scalar scores:

curvature_score: |ζ’’(0)| based on ζ(−1), ζ(0), ζ(1) if available
linearity_r2: R² of the best linear fit ζ(q) ≈ a·q + b

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§moments: Vec<f64>

Moments q used in the analysis.

§scaling_exponents: Vec<f64>

Scaling exponents ζ(q) for each moment q.

§curvature_score: Option<f64>

Curvature-based multifractality score |ζ’’(0)|.

§linearity_r2: Option<f64>

R² for the linear fit ζ(q) ≈ a·q + b.

Trait Implementations§

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impl Clone for WaveletLeaderDiagnostics

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fn clone(&self) -> WaveletLeaderDiagnostics

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 WaveletLeaderDiagnostics

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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 WaveletLeaderDiagnostics

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

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impl<T> BorrowMut<T> for T
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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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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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