Struct MultipleTestResults

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pub struct MultipleTestResults {
    pub statistics: Vec<f64>,
    pub p_values: Vec<f64>,
    pub adjusted_p_values: Option<Vec<f64>>,
    pub effect_sizes: Option<Vec<f64>>,
    pub confidence_intervals: Option<Vec<(f64, f64)>>,
    pub feature_metadata: Option<Vec<HashMap<String, f64>>>,
    pub global_metadata: HashMap<String, String>,
}

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§statistics: Vec<f64>

Test statistics for each feature/gene

§p_values: Vec<f64>

Raw (unadjusted) p-values

§adjusted_p_values: Option<Vec<f64>>

Adjusted p-values (after multiple testing correction)

§effect_sizes: Option<Vec<f64>>

Effect sizes (if calculated)

§confidence_intervals: Option<Vec<(f64, f64)>>

Confidence intervals (if calculated)

§feature_metadata: Option<Vec<HashMap<String, f64>>>

Feature-specific metadata

§global_metadata: HashMap<String, String>

Global metadata about the test

Implementations§

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impl MultipleTestResults

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pub fn new(statistics: Vec<f64>, p_values: Vec<f64>) -> Self

Create a new results object from p-values

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pub fn with_adjusted_p_values(self, adjusted_p_values: Vec<f64>) -> Self

Add adjusted p-values to the results

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pub fn with_effect_sizes(self, effect_sizes: Vec<f64>) -> Self

Add effect sizes to the results

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pub fn with_confidence_intervals( self, confidence_intervals: Vec<(f64, f64)>, ) -> Self

Add confidence intervals to the results

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

Add global metadata about the test

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pub fn significant_indices(&self, alpha: f64) -> Vec<usize>

Get indices of significant features at the given threshold

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pub fn num_significant(&self, alpha: f64) -> usize

Get the number of significant features at the given threshold

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pub fn top_features(&self, n: usize) -> Vec<usize>

Get top n features by p-value

Trait Implementations§

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impl Clone for MultipleTestResults

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fn clone(&self) -> MultipleTestResults

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 MultipleTestResults

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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 MultipleTestResults

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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