Struct TestResult

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pub struct TestResult {
    pub statistic: f64,
    pub p_value: f64,
    pub confidence_interval: Option<(f64, f64)>,
    pub degrees_of_freedom: Option<f64>,
    pub effect_size: Option<f64>,
    pub standard_error: Option<f64>,
    pub metadata: HashMap<String, f64>,
}

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§statistic: f64

The test statistic value (e.g., t-statistic, U statistic)

§p_value: f64

The p-value of the test

§confidence_interval: Option<(f64, f64)>

Confidence interval for the effect size/difference (if available)

§degrees_of_freedom: Option<f64>

Degrees of freedom (for parametric inference)

§effect_size: Option<f64>

Effect size measurement

§standard_error: Option<f64>

Standard error of the effect size or test statistic

§metadata: HashMap<String, f64>

Additional test-specific information

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impl TestResult

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pub fn new(statistic: f64, p_value: f64) -> Self

Create a new test result with minimal information

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pub fn with_effect_size(statistic: f64, p_value: f64, effect_size: f64) -> Self

Create a new test result with effect size

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pub fn with_confidence_interval(self, lower: f64, upper: f64) -> Self

Add confidence interval to the result

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pub fn with_degrees_of_freedom(self, df: f64) -> Self

Add degrees of freedom to the result

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pub fn with_standard_error(self, se: f64) -> Self

Add standard error to the result

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pub fn with_metadata(self, key: &str, value: f64) -> Self

Add additional metadata

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pub fn is_significant(&self, alpha: f64) -> bool

Check if the result is statistically significant at the given threshold

Trait Implementations§

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impl Clone for TestResult

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fn clone(&self) -> TestResult

Returns a copy 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 TestResult

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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 TestResult

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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