Skip to main content

RegressionResult

numra_stats::regression

Struct RegressionResult 

Source 
pub struct RegressionResult<S: Scalar> {
    pub coefficients: Vec<S>,
    pub r_squared: S,
    pub residuals: Vec<S>,
    pub std_errors: Vec<S>,
    pub p_values: Vec<S>,
}
Expand description

Result of a regression analysis.

Fields§

§coefficients: Vec<S>

Coefficients: [intercept, slope1, slope2, …].

§r_squared: S

Coefficient of determination R^2.

§residuals: Vec<S>

Residuals (y - y_hat).

§std_errors: Vec<S>

Standard errors of coefficients.

§p_values: Vec<S>

p-values for each coefficient (two-tailed t-test).

Trait Implementations§

Source§

impl<S: Clone + Scalar> Clone for RegressionResult<S>

Source§

fn clone(&self) -> RegressionResult<S>

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
Source§

impl<S: Debug + Scalar> Debug for RegressionResult<S>

Source§

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl<S> Freeze for RegressionResult<S>
where S: Freeze,

§

impl<S> RefUnwindSafe for RegressionResult<S>
where S: RefUnwindSafe,

§

impl<S> Send for RegressionResult<S>

§

impl<S> Sync for RegressionResult<S>

§

impl<S> Unpin for RegressionResult<S>
where S: Unpin,

§

impl<S> UnsafeUnpin for RegressionResult<S>
where S: UnsafeUnpin,

§

impl<S> UnwindSafe for RegressionResult<S>
where S: UnwindSafe,

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

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

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

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

Source§

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

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

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
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

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

Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

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

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

fn vzip(self) -> V