rs_sci::stats

Struct Stats

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pub struct Stats;

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impl Stats

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pub fn mean(data: &[f64]) -> Option<f64>

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pub fn median(data: &[f64]) -> Option<f64>

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pub fn mode(data: &[f64]) -> Option<Vec<f64>>

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pub fn variance(data: &[f64]) -> Option<f64>

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pub fn std_dev(data: &[f64]) -> Option<f64>

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pub fn range(data: &[f64]) -> Option<f64>

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pub fn quartiles(data: &[f64]) -> Option<(f64, f64, f64)>

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pub fn percentile(data: &[f64], p: f64) -> Option<f64>

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pub fn skewness(data: &[f64]) -> Option<f64>

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pub fn kurtosis(data: &[f64]) -> Option<f64>

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pub fn covariance(x: &[f64], y: &[f64]) -> Option<f64>

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pub fn correlation(x: &[f64], y: &[f64]) -> Option<f64>

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pub fn z_scores(data: &[f64]) -> Option<Vec<f64>>

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pub fn summary_statistics(data: &[f64]) -> Option<SummaryStats>

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impl Stats

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pub fn normal_pdf(x: f64, mean: f64, std_dev: f64) -> f64

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pub fn binomial_pmf(k: u64, n: u64, p: f64) -> f64

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impl Clone for Stats

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fn clone(&self) -> Stats

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 Stats

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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 Freeze for Stats

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impl RefUnwindSafe for Stats

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impl Send for Stats

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impl Sync for Stats

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impl Unpin for Stats

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impl UnwindSafe for Stats

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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, dst: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. 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<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
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.