Struct GLMMBuilder 

pub struct GLMMBuilder { /* private fields */ }

Generalized Linear Mixed Model builder

Implementations

impl GLMMBuilder

pub fn new( data: DataFrame, response: &str, fixed_formula: &str, family: Family, ) -> Self

Create a new GLMM builder

pub fn random_effect(self, group_var: &str, formula: &str) -> Self

Add a random effect

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

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

pub fn method(self, method: GLMMEstimationMethod) -> Self

Set estimation method

pub fn max_iterations(self, max_iter: usize) -> Self

Set maximum iterations

pub fn tolerance(self, tol: f64) -> Self

Set convergence tolerance

pub fn fit(self) -> Result<GLMMResults>

Fit the GLMM using Penalized Quasi-Likelihood (PQL)