pub struct RobustRegressionResults {
pub coefficients: Array1<f64>,
pub standard_errors: Array1<f64>,
pub scale: f64,
pub iterations: usize,
pub weights: Array1<f64>,
pub breakdown_point: f64,
pub efficiency: f64,
}Expand description
Robust regression results
Fields§
§coefficients: Array1<f64>Robust coefficients
standard_errors: Array1<f64>Standard errors (robust)
scale: f64Robust scale estimate (MAD or similar)
iterations: usizeNumber of iterations
weights: Array1<f64>Final weights (can be used to identify outliers)
breakdown_point: f64Breakdown point achieved
efficiency: f64Efficiency relative to OLS
Trait Implementations§
Source§impl Clone for RobustRegressionResults
impl Clone for RobustRegressionResults
Source§fn clone(&self) -> RobustRegressionResults
fn clone(&self) -> RobustRegressionResults
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for RobustRegressionResults
impl Debug for RobustRegressionResults
Source§impl<'de> Deserialize<'de> for RobustRegressionResults
impl<'de> Deserialize<'de> for RobustRegressionResults
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for RobustRegressionResults
impl RefUnwindSafe for RobustRegressionResults
impl Send for RobustRegressionResults
impl Sync for RobustRegressionResults
impl Unpin for RobustRegressionResults
impl UnsafeUnpin for RobustRegressionResults
impl UnwindSafe for RobustRegressionResults
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> DistributionExt for Twhere
T: ?Sized,
impl<T> DistributionExt for Twhere
T: ?Sized,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.