Struct FTest 

pub struct FTest<'a, E> { /* private fields */ }

A struct representing the F test.

Implementations

impl<'a, E> FTest<'a, E>

pub fn new(estimator: &'a E, alpha: f64) -> Self

Creates a new FTest instance.

Arguments

• estimator - A reference to the estimator.
• alpha - The significance level.

Panics

Panics if the significance level is not in [0, 1].

Returns

A new FTest instance.

Trait Implementations

impl<E> CITest for FTest<'_, E>

where E: CIMEstimator<CatCIM>,

fn call(&self, x: &Set<usize>, y: &Set<usize>, z: &Set<usize>) -> bool

Test for conditional independence as X || Y | Z.

impl<E> Labelled for FTest<'_, E>

where E: Labelled,

fn labels(&self) -> &Labels

Returns the labels of the variables.

fn label_to_index(&self, x: &str) -> usize

Return the variable index for a given label.

fn index_to_label(&self, x: usize) -> &str

Return the label for a given variable index.

fn index_to(&self, x: usize, other: &Labels) -> usize

Maps an index from this model to another model with the same label.

fn indices_to(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from this model to another model with the same labels.

fn index_from(&self, x: usize, other: &Labels) -> usize

Maps an index from another model to this model with the same label.

fn indices_from(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from another model to this model with the same labels.