Struct NullificationTest 

pub struct NullificationTest {
    pub hypothesis_id: String,
    pub n_runs: usize,
    pub alpha: f64,
    pub bootstrap_samples: usize,
    pub expected_value: f64,
}

Popperian nullification test for ML simulation.

Following Princeton methodology: minimum 5 runs, bootstrap CI.

Fields

hypothesis_id: String

Null hypothesis identifier.

n_runs: usize

Number of independent runs (minimum 5 per Princeton methodology).

alpha: f64

Significance level (α = 0.05 standard).

bootstrap_samples: usize

Number of bootstrap samples for CI.

expected_value: f64

Expected value under H₀ (for one-sample tests).

Implementations

impl NullificationTest

pub fn new(hypothesis_id: impl Into<String>) -> Self

Create a new nullification test.

pub fn with_runs(self, n_runs: usize) -> Self

Set number of runs (minimum 5).

pub fn with_alpha(self, alpha: f64) -> Self

Set significance level.

pub fn with_expected(self, expected: f64) -> Self

Set expected value under H₀.

pub fn execute<F>(&self, test_fn: F) -> NullificationResult

where F: Fn() -> f64,

Execute nullification test with a test function.

The test_fn is called n_runs times and should return the test statistic for each run.

pub fn evaluate(&self, observations: &[f64]) -> NullificationResult

Execute nullification test with provided observations.

Trait Implementations

impl Clone for NullificationTest

fn clone(&self) -> NullificationTest

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NullificationTest

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

Formats the value using the given formatter.