Struct PearsonEquivalence 

pub struct PearsonEquivalence {
    pub boolean: bool,
    pub significance_level: f64,
    pub delta_threshold: f64,
}

Pearson equivalence (TOST) conditional independence test.

Uses the Two One-Sided Tests (TOST) framework with Fisher’s z-transformation to test whether the partial correlation is small enough to declare independence.

Note: the p-value convention is inverted relative to the other tests. A low p-value (below significance_level) means the correlation is within delta_threshold of zero and the null of dependence is rejected — i.e. the variables are declared independent.

Fields

boolean: bool

significance_level: f64

delta_threshold: f64

Implementations

impl PearsonEquivalence

pub fn new(boolean: bool, significance_level: f64, delta_threshold: f64) -> Self

Trait Implementations

impl CITest for PearsonEquivalence

fn run_test( &self, x_values: Array1<f64>, y_values: Array1<f64>, z: Array2<f64>, ) -> Result<TestResult>

Runs a conditional independence test on the given data.

fn data_types(&self) -> &'static [CITestDataType]

Data types that a test supports.

impl Clone for PearsonEquivalence

fn clone(&self) -> PearsonEquivalence

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PearsonEquivalence

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

Formats the value using the given formatter.

impl PartialEq for PearsonEquivalence

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