Struct NominalGee 

pub struct NominalGee { /* private fields */ }

A nominal-response (unordered multinomial) marginal GEE awaiting estimation.

Implementations

impl NominalGee

pub fn new( endog: Array1<f64>, exog: Array2<f64>, group_labels: &[i64], cov: CategoricalCov, ) -> Result<Self>

Build a nominal GEE.

exog is the original design (typically including an intercept column); group_labels assigns each observation to a cluster. The response endog must take a small number of distinct values; the largest is treated as the reference category.

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

Set the maximum number of outer (Fisher-scoring) iterations.

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

Set the convergence tolerance on the score-equation norm.

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

Fit the model.

Trait Implementations

impl Clone for NominalGee

fn clone(&self) -> NominalGee

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NominalGee

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

Formats the value using the given formatter.