StatisticalTest

benchkit::statistical

Struct StatisticalTest 

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pub struct StatisticalTest {
    pub test_statistic: f64,
    pub p_value: f64,
    pub effect_size: f64,
    pub degrees_of_freedom: usize,
    pub is_significant: bool,
    pub significance_level: SignificanceLevel,
}
Expand description

Statistical test result for comparing two benchmark results

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§test_statistic: f64

Test statistic value (t-statistic for t-test)

§p_value: f64

P-value of the test

§effect_size: f64

Effect size (Cohen’s d for t-test)

§degrees_of_freedom: usize

Degrees of freedom

§is_significant: bool

Whether the test is statistically significant

§significance_level: SignificanceLevel

Significance level used for the test

Implementations§

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impl StatisticalTest

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pub fn effect_size_interpretation(&self) -> &'static str

Interpret the effect size according to Cohen’s conventions

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pub fn conclusion(&self) -> String

Get statistical conclusion in human-readable form

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impl Clone for StatisticalTest

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fn clone(&self) -> StatisticalTest

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 StatisticalTest

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

Formats the value using the given formatter. Read more

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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

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impl<T, U> Into<U> 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> ToOwned for T
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type Owned = T

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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