Struct LaggedLinearPair 

pub struct LaggedLinearPair {
    pub n: usize,
    pub coef: f64,
    pub lag: u32,
    pub seed: u64,
}

Two-variable lagged linear SCM: Y_t = coef * X_{t-lag} + noise.

Fields

n: usize

Series length.

coef: f64

Coupling coefficient.

lag: u32

Lag of X → Y.

seed: u64

Master seed for deterministic noise streams.

Implementations

impl LaggedLinearPair

pub fn simulate(&self) -> Result<(TimeSeriesData, KnownLaggedParent), DataError>

Simulate (X, Y) and return data plus the true parent edge.

Errors

Invalid lengths / lag.

Trait Implementations

impl Clone for LaggedLinearPair

fn clone(&self) -> LaggedLinearPair

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LaggedLinearPair

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

Formats the value using the given formatter.

impl Default for LaggedLinearPair

fn default() -> Self

Returns the “default value” for a type.