Struct GLMModelBuilder 

pub struct GLMModelBuilder { /* private fields */ }

GLM model configuration and builder

Implementations

impl GLMModelBuilder

pub fn new() -> GLMModelBuilder

Create a new GLM builder with default settings

pub fn family(self, family: Family) -> GLMModelBuilder

Set the distribution family

pub fn link(self, link: Link) -> GLMModelBuilder

Set the link function (if None, uses family’s default)

pub fn intercept(self, intercept: bool) -> GLMModelBuilder

Set whether to include an intercept

pub fn max_iter(self, max_iter: usize) -> GLMModelBuilder

Set maximum number of IRLS iterations

pub fn tol(self, tol: f64) -> GLMModelBuilder

Set convergence tolerance

pub fn scale(self, scale: f64) -> GLMModelBuilder

Set fixed scale parameter (dispersion)

pub fn build(self) -> GLM

Build the GLM model with current configuration

Trait Implementations

impl Clone for GLMModelBuilder

fn clone(&self) -> GLMModelBuilder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GLMModelBuilder

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

Formats the value using the given formatter.

impl Default for GLMModelBuilder

fn default() -> GLMModelBuilder

Returns the “default value” for a type.