Struct SyntheticNullCalibration 

pub struct SyntheticNullCalibration {
    pub pcmci: Pcmci,
    pub alpha: f64,
    pub n_sim: u32,
    pub n_obs: usize,
    pub n_vars: usize,
    pub band_tol: f64,
}

Monte Carlo FPR calibration for PCMCI under independent Gaussian noise.

Fields

pcmci: Pcmci

PCMCI configuration (α should match the intended type-I level).

alpha: f64

Significance level expected under the null.

n_sim: u32

Number of independent simulations.

n_obs: usize

Observations per simulation.

n_vars: usize

Variables per simulation (≥2).

band_tol: f64

Band width in SE units for within_band (default 3).

Implementations

impl SyntheticNullCalibration

pub fn new( pcmci: Pcmci, alpha: f64, n_sim: u32, n_obs: usize, n_vars: usize, ) -> Self

Build a null calibrator.

pub fn run( &self, workspace: &mut DiscoveryWorkspace, ctx: &ExecutionContext, ) -> Result<NullCalibrationReport, ValidationError>

Run synthetic-null calibration.

Errors

Invalid config or discovery failures.

Trait Implementations

impl Clone for SyntheticNullCalibration

fn clone(&self) -> SyntheticNullCalibration

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SyntheticNullCalibration

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

Formats the value using the given formatter.