Struct PcAlgorithm 

pub struct PcAlgorithm {
    pub alpha: f64,
    pub max_cond_set_size: usize,
    pub stable: bool,
}

Configuration for the PC algorithm.

Fields

alpha: f64

Significance level alpha for CI tests (default 0.05).

max_cond_set_size: usize

Maximum conditioning set size (default 3).

stable: bool

Whether to use the PC-stable variant (default true).

Implementations

impl PcAlgorithm

pub fn new(alpha: f64) -> Self

Create a PC algorithm with the given significance level.

pub fn with_params(alpha: f64, max_cond_set_size: usize, stable: bool) -> Self

Create a PC algorithm with custom parameters.

pub fn fit( &self, data: ArrayView2<'_, f64>, var_names: &[&str], ) -> StatsResult<PcResult>

Run the PC algorithm using the default partial correlation CI test.

pub fn fit_with_test<T: ConditionalIndependenceTest>( &self, data: ArrayView2<'_, f64>, var_names: &[&str], ci_test: &T, ) -> StatsResult<PcResult>

Run the PC algorithm with a custom CI test.

Trait Implementations

impl Clone for PcAlgorithm

fn clone(&self) -> PcAlgorithm

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PcAlgorithm

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

Formats the value using the given formatter.

impl Default for PcAlgorithm

fn default() -> Self

Returns the “default value” for a type.