Struct LocalRegression 

pub struct LocalRegression { /* private fields */ }

Local polynomial regression (LOESS/LOWESS)

Implementations

impl LocalRegression

pub fn new() -> Self

Create new local regression

pub fn degree(self, degree: usize) -> Self

Set polynomial degree

pub fn span(self, span: f64) -> Self

Set span (proportion of data used locally)

pub fn kernel(self, kernel: Kernel) -> Self

Set kernel for local weighting

pub fn robust(self, robust: bool) -> Self

Enable robust fitting (iteratively reweighted)

pub fn iterations(self, iterations: usize) -> Self

Set number of robust iterations

pub fn fit( &self, x: &Array1<f64>, y: &Array1<f64>, ) -> Result<LocalRegressionResults>

Fit local regression model

Trait Implementations

impl Default for LocalRegression

fn default() -> Self

Returns the “default value” for a type.