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RStatisticalFunctions

sklears_utils::r_integration

Struct RStatisticalFunctions

pub struct RStatisticalFunctions;

Expand description

R statistical functions

Implementations§

impl RStatisticalFunctions

pub fn mean(r: &mut RIntegration, data: &[f64]) -> Result<f64, RError>

Compute mean using R

pub fn sd(r: &mut RIntegration, data: &[f64]) -> Result<f64, RError>

Compute standard deviation using R

pub fn t_test( r: &mut RIntegration, x: &[f64], y: &[f64], ) -> Result<RValue, RError>

Perform t-test using R

pub fn lm(r: &mut RIntegration, x: &[f64], y: &[f64]) -> Result<RValue, RError>

Perform linear regression using R

pub fn cor(r: &mut RIntegration, x: &[f64], y: &[f64]) -> Result<f64, RError>

Compute correlation using R

pub fn anova( r: &mut RIntegration, groups: &[Vec<f64>], ) -> Result<RValue, RError>

Perform ANOVA using R

pub fn plot( r: &mut RIntegration, x: &[f64], y: &[f64], filename: &str, ) -> Result<(), RError>

Generate R plots

Auto Trait Implementations§

impl Freeze for RStatisticalFunctions

impl RefUnwindSafe for RStatisticalFunctions

impl Send for RStatisticalFunctions

impl Sync for RStatisticalFunctions

impl Unpin for RStatisticalFunctions

impl UnsafeUnpin for RStatisticalFunctions

impl UnwindSafe for RStatisticalFunctions

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V