Struct NonparametricSensitivity 

pub struct NonparametricSensitivity {
    pub partial_r2_grid: Vec<f64>,
    pub pass_threshold: f64,
    pub bandwidth: Option<f64>,
}

Nonparametric sensitivity: kernel-residualize T and Y on Z, then partial-R² grid on residuals.

Fields

partial_r2_grid: Vec<f64>

Ascending grid of partial-R² values to test on residualized series.

pass_threshold: f64

Pass if the robustness value exceeds this threshold.

bandwidth: Option<f64>

Optional bandwidth override; None uses Silverman’s (1986) rule of thumb.

Implementations

impl NonparametricSensitivity

pub fn new() -> Self

Defaults: same partial-R² grid as linear sensitivity, pass threshold 0.1.

pub fn refute( &self, problem: &RefutationProblem<'_>, _workspace: &mut EstimationWorkspace, ctx: &ExecutionContext, ) -> Result<RefutationReport, ValidationError>

Run nonparametric sensitivity.

Errors

Data failures or empty partial_r2_grid.

Trait Implementations

impl Clone for NonparametricSensitivity

fn clone(&self) -> NonparametricSensitivity

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NonparametricSensitivity

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

Formats the value using the given formatter.

impl Default for NonparametricSensitivity

fn default() -> Self

Returns the “default value” for a type.

impl<'a> Validator<RefutationProblem<'a>> for NonparametricSensitivity

type Prepared = PreparedRefutation<'a>

Prepared artifact produced by Self::prepare.

type Report = RefutationReport

Report produced by Self::validate.

fn prepare( &self, artifact: &RefutationProblem<'a>, _ctx: &ExecutionContext, ) -> Result<Self::Prepared, ValidationError>

Compile artifact into a reusable prepared form.

fn validate( &self, prepared: &mut Self::Prepared, workspace: &mut EstimationWorkspace, ctx: &ExecutionContext, ) -> Result<Self::Report, ValidationError>

Run the check on a prepared artifact.