Struct linregress::LowLevelRegressionModel

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pub struct LowLevelRegressionModel {
    pub parameters: Vec<f64>,
    pub se: Vec<f64>,
    pub ssr: f64,
    pub rsquared: f64,
    pub rsquared_adj: f64,
    pub pvalues: Vec<f64>,
    pub residuals: Vec<f64>,
    pub scale: f64,
}

Expand description

A fitted regression model

Is the result of fit_low_level_regression_model.

If a field has only one value for the model it is given as f64.

Otherwise it is given as a Vec<f64> where the first value is the intercept value.

Fields

parameters: Vec<f64>

The model’s intercept and slopes (also known as betas).

se: Vec<f64>

The standard errors of the parameter estimates.

ssr: f64

Sum of squared residuals.

rsquared: f64

R-squared of the model.

rsquared_adj: f64

Adjusted R-squared of the model.

pvalues: Vec<f64>

The two-tailed p-values for the t-statistics of the params.

residuals: Vec<f64>

The residuals of the model.

scale: f64

A scale factor for the covariance matrix.

Note that the square root of scale is often called the standard error of the regression.

Trait Implementations

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impl Clone for LowLevelRegressionModel

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fn clone(&self) -> LowLevelRegressionModel

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 LowLevelRegressionModel

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

Formats the value using the given formatter. Read more

Auto Trait Implementations

impl RefUnwindSafe for LowLevelRegressionModel

impl Send for LowLevelRegressionModel

impl Sync for LowLevelRegressionModel

impl Unpin for LowLevelRegressionModel

pub fn into(self) -> U

Performs the conversion.

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impl<T> Same<T> for T

type Output = T

Should always be Self

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impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,

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pub fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

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pub fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

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pub fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

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pub fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

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pub fn to_owned(&self) -> T

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

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

🔬 This is a nightly-only experimental API. (toowned_clone_into)

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

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

pub fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

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

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Struct linregress::LowLevelRegressionModel

Fields

Trait Implementations

impl Clone for LowLevelRegressionModel

fn clone(&self) -> LowLevelRegressionModel

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

impl Debug for LowLevelRegressionModel

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

Auto Trait Implementations

impl RefUnwindSafe for LowLevelRegressionModel

impl Send for LowLevelRegressionModel

impl Sync for LowLevelRegressionModel

impl Unpin for LowLevelRegressionModel

impl UnwindSafe for LowLevelRegressionModel

Blanket Implementations

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

pub fn type_id(&self) -> TypeId

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

pub fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

pub fn from(t: T) -> T

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

pub fn into(self) -> U

impl<T> Same<T> for T

type Output = T

impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>,

pub fn to_subset(&self) -> Option<SS>

pub fn is_in_subset(&self) -> bool

pub fn to_subset_unchecked(&self) -> SS

pub fn from_subset(element: &SS) -> SP

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

type Owned = T

pub fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

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

pub fn vzip(self) -> V

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

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

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

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

impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,

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

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

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

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