Struct TransformationNormalConfig 

pub struct TransformationNormalConfig {
    pub response_degree: usize,
    pub response_num_internal_knots: usize,
    pub response_penalty_order: usize,
    pub response_extra_penalty_orders: Vec<usize>,
    pub double_penalty: bool,
    pub response_num_internal_knots_pinned: bool,
}

Fields

response_degree: usize

B-spline degree for the response-direction deviation basis (default 3).

response_num_internal_knots: usize

Number of interior knots for the response-direction deviation basis (default 10).

response_penalty_order: usize

Difference penalty order for the response-direction roughness penalty (default 2).

response_extra_penalty_orders: Vec<usize>

Additional penalty orders for the response-direction (default [1]).

double_penalty: bool

Whether to add a global identity (ridge) penalty (default true).

response_num_internal_knots_pinned: bool

When true, response_num_internal_knots is treated as an already-resolved effective value: fit_transformation_normal uses it verbatim instead of re-running effective_response_num_internal_knots. This is required by the cross-fit Stage-1 calibration, which pins the knot count once at the smallest fold complement so p_resp (and hence p₁ = p_resp · p_cov) is fold-invariant; the data-driven complexity cap would otherwise round to different counts on each fold’s response subsample (workflow.rs §3).

Trait Implementations

impl Clone for TransformationNormalConfig

fn clone(&self) -> TransformationNormalConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TransformationNormalConfig

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

Formats the value using the given formatter.

impl Default for TransformationNormalConfig

fn default() -> Self

Returns the “default value” for a type.