Struct OLS 

pub struct OLS {
    pub intercept: bool,
}

Ordinary Least Squares regression

Fields

intercept: bool

Whether to include intercept

Implementations

impl OLS

pub fn new() -> Self

Create a new OLS model

pub fn no_intercept() -> Self

Create OLS model without intercept

pub fn fit_formula( &self, formula: &Formula, df: &DataFrame, ) -> Result<LinearRegressionResults>

Fit model using formula and DataFrame

pub fn fit( &self, X: &Array2<f64>, y: &Array1<f64>, ) -> Result<LinearRegressionResults>

Fit model with design matrix X and response y

Trait Implementations

impl Clone for OLS

fn clone(&self) -> OLS

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OLS

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

Formats the value using the given formatter.