Struct SmoothBasisGcvConfig 

pub struct SmoothBasisGcvConfig {
    pub basis_type: BasisType,
    pub nbasis: usize,
    pub lfd_order: usize,
    pub log_lambda_range: (f64, f64),
    pub n_grid: usize,
}

Configuration for GCV-based smoothing parameter selection.

Collects all tuning parameters for smooth_basis_gcv_with_config, with sensible defaults obtained via SmoothBasisGcvConfig::default().

Example

use fdars_core::smooth_basis::{SmoothBasisGcvConfig, BasisType};

let config = SmoothBasisGcvConfig {
    nbasis: 20,
    n_grid: 100,
    ..SmoothBasisGcvConfig::default()
};

Fields

basis_type: BasisType

Basis type (BSpline or Fourier).

nbasis: usize

Number of basis functions (default: 15).

lfd_order: usize

Order of the roughness penalty differential operator (default: 2).

log_lambda_range: (f64, f64)

Range of log10(lambda) values to search (default: (-10.0, 2.0)).

n_grid: usize

Number of grid points in the lambda search (default: 50).

Trait Implementations

impl Clone for SmoothBasisGcvConfig

fn clone(&self) -> SmoothBasisGcvConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SmoothBasisGcvConfig

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

Formats the value using the given formatter.

impl Default for SmoothBasisGcvConfig

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for SmoothBasisGcvConfig

fn eq(&self, other: &SmoothBasisGcvConfig) -> 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 SmoothBasisGcvConfig