[−][src]Struct linregress::RegressionParameters
A parameter of a fitted RegressionModel
given for the intercept and each regressor.
The values and names of the regressors are given in the same order.
You can obtain name value pairs using pairs
.
Fields
intercept_value: f64
regressor_names: Vec<String>
regressor_values: Vec<f64>
Methods
impl RegressionParameters
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pub fn pairs(self) -> Vec<(String, f64)>
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Returns the parameters as a Vec of tuples of the form (name: String, value: f64)
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Usage
use linregress::{FormulaRegressionBuilder, RegressionDataBuilder}; let y = vec![1.,2. ,3. , 4.]; let x1 = vec![4., 3., 2., 1.]; let x2 = vec![1., 2., 3., 4.]; let data = vec![("Y", y), ("X1", x1), ("X2", x2)]; let data = RegressionDataBuilder::new().build_from(data)?; let model = FormulaRegressionBuilder::new().data(&data).formula("Y ~ X1 + X2").fit()?; let pairs = model.parameters.pairs(); assert_eq!(pairs[0], ("X1".to_string(), -0.0370370370370372)); assert_eq!(pairs[1], ("X2".to_string(), 0.9629629629629629));
Trait Implementations
impl Clone for RegressionParameters
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fn clone(&self) -> RegressionParameters
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fn clone_from(&mut self, source: &Self)
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Performs copy-assignment from source
. Read more
impl Debug for RegressionParameters
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Auto Trait Implementations
impl Send for RegressionParameters
impl Sync for RegressionParameters
Blanket Implementations
impl<T, U> Into for T where
U: From<T>,
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U: From<T>,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
impl<T> From for T
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impl<T, U> TryFrom for T where
U: Into<T>,
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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>
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impl<T> Borrow for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T, U> TryInto for T where
U: TryFrom<T>,
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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>
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impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Same for T
type Output = T
Should always be Self
impl<SS, SP> SupersetOf for SP where
SS: SubsetOf<SP>,
SS: SubsetOf<SP>,