Trait Model

Source

pub trait Model {
Show 14 methods    // Required methods
    fn get_x(&self) -> ModelMatrix;
    fn get_x1(&self) -> ModelMatrix;
    fn get_y(&self) -> ModelMatrix;
    fn get_weights(&self) -> ModelMatrix;
    fn get_intercept(&self) -> bool;
    fn manipulator(
        &self,
    ) -> Result<Box<dyn StatisticalEstimate<Manipulator<ModelMatrix, ModelMatrix>, ModelMatrix>>, Box<dyn Error>>;
    fn determination(&self) -> Result<Box<dyn Statistic>, Box<dyn Error>>;
    fn parameters(
        &self,
    ) -> Result<Vec<Box<dyn StatisticalEstimate<f64, (f64, f64)>>>, Box<dyn Error>>;
    fn predictions(
        &self,
    ) -> Result<Box<dyn StatisticalEstimate<ModelMatrix, ModelMatrix>>, Box<dyn Error>>;
    fn residuals(&self) -> Result<ModelMatrix, Box<dyn Error>>;
    fn studentized_residuals(&self) -> Result<ModelMatrix, Box<dyn Error>>;
    fn standardized_residuals(&self) -> Result<ModelMatrix, Box<dyn Error>>;
    fn variance(&self) -> Result<DMatrix<f64>, Box<dyn Error>>;

    // Provided method
    fn leverage(&self) -> Vec<f64> { ... }
}