Struct Gee 

pub struct Gee { /* private fields */ }

A GEE model awaiting estimation.

Implementations

impl Gee

pub fn new( endog: Array1<f64>, exog: Array2<f64>, group_labels: &[i64], family: Family, cov_struct: CovStruct, ) -> Result<Self>

Build a GEE with the family’s canonical link.

group_labels assigns each observation to a cluster; rows that share a label form one cluster. Clusters are ordered by first appearance.

pub fn with_link( endog: Array1<f64>, exog: Array2<f64>, group_labels: &[i64], family: Family, link: Link, cov_struct: CovStruct, ) -> Result<Self>

Build a GEE with an explicit link.

pub fn maxiter(self, m: usize) -> Self

Set the maximum number of Fisher-scoring iterations.

pub fn ctol(self, t: f64) -> Self

Set the convergence tolerance on the score-equation norm.

pub fn fit(&self) -> Result<GeeResults>

Fit the model.

Trait Implementations

impl Clone for Gee

fn clone(&self) -> Gee

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Gee

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

Formats the value using the given formatter.