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SensitivityIndices

optirs_core::sensitivity_analysis

Struct SensitivityIndices 

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pub struct SensitivityIndices<F: Float> {
    pub first_order: Vec<F>,
    pub total_order: Vec<F>,
    pub second_order: Option<Vec<Vec<F>>>,
    pub parameter_names: Vec<String>,
}
Expand description

Variance-based sensitivity indices.

first_order[i] is the fraction of the output variance that can be attributed to parameter i alone. total_order[i] additionally includes all interactions involving parameter i. When second_order is Some, second_order[i][j] quantifies the pure interaction between parameters i and j (excluding their own first-order contributions).

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§first_order: Vec<F>

First-order Sobol indices S_i, one per parameter.

§total_order: Vec<F>

Total-order Sobol indices S_Ti, one per parameter.

§second_order: Option<Vec<Vec<F>>>

Optional second-order interaction indices S_ij.

§parameter_names: Vec<String>

Human-readable names for the parameters; same length as first_order.

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impl<F: Float> SensitivityIndices<F>

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pub fn num_parameters(&self) -> usize

Number of parameters described by the indices.

Trait Implementations§

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impl<F: Clone + Float> Clone for SensitivityIndices<F>

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fn clone(&self) -> SensitivityIndices<F>

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<F: Debug + Float> Debug for SensitivityIndices<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> Freeze for SensitivityIndices<F>

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impl<F> RefUnwindSafe for SensitivityIndices<F>
where F: RefUnwindSafe,

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impl<F> Send for SensitivityIndices<F>
where F: Send,

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impl<F> Sync for SensitivityIndices<F>
where F: Sync,

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impl<F> Unpin for SensitivityIndices<F>
where F: Unpin,

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impl<F> UnsafeUnpin for SensitivityIndices<F>

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impl<F> UnwindSafe for SensitivityIndices<F>
where F: UnwindSafe,

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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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where T: ?Sized,

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fn borrow(&self) -> &T

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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)
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Calls U::from(self).

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const ALIGN: usize

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