Struct FregreRobustResult 

#[non_exhaustive]
pub struct FregreRobustResult {
    pub intercept: f64,
    pub beta_t: Vec<f64>,
    pub fitted_values: Vec<f64>,
    pub residuals: Vec<f64>,
    pub coefficients: Vec<f64>,
    pub ncomp: usize,
    pub fpca: FpcaResult,
    pub iterations: usize,
    pub converged: bool,
    pub weights: Vec<f64>,
    pub r_squared: f64,
}

Result of robust (L1 or Huber) functional regression.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

intercept: f64

Intercept

beta_t: Vec<f64>

Functional coefficient β(t), evaluated on the original grid (length m)

fitted_values: Vec<f64>

Fitted values ŷ (length n)

residuals: Vec<f64>

Residuals y - ŷ (length n)

coefficients: Vec<f64>

Regression coefficients (intercept, FPC scores, scalar covariates)

ncomp: usize

Number of FPC components used

fpca: FpcaResult

FPCA result (for projecting new data)

iterations: usize

Number of IRLS iterations performed

converged: bool

Whether the IRLS algorithm converged

weights: Vec<f64>

Final IRLS weights (length n)

r_squared: f64

R² statistic

Implementations

impl FregreRobustResult

pub fn predict( &self, new_data: &FdMatrix, new_scalar: Option<&FdMatrix>, ) -> Vec<f64>

Predict new responses. Delegates to predict_fregre_robust.

Trait Implementations

impl Clone for FregreRobustResult

fn clone(&self) -> FregreRobustResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FregreRobustResult

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

Formats the value using the given formatter.

impl PartialEq for FregreRobustResult

fn eq(&self, other: &FregreRobustResult) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for FregreRobustResult