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IdAlgorithm

scirs2_stats::causal::id_algorithm

Struct IdAlgorithm

pub struct IdAlgorithm;

Expand description

The Shpitser-Pearl ID algorithm for causal effect identification.

Implementations§

impl IdAlgorithm

pub fn identify( y: &[String], x: &[String], obs_dist: ProbExpr, dag: &SemiMarkovGraph, ) -> IdResult

Run the ID algorithm to identify P(y | do(x)).

§Parameters

y – outcome variable names
x – intervention variable names (do(x))
obs_dist – the observational joint distribution P(V)
dag – the semi-Markovian causal graph

Auto Trait Implementations§

impl Freeze for IdAlgorithm

impl RefUnwindSafe for IdAlgorithm

impl Send for IdAlgorithm

impl Sync for IdAlgorithm

impl Unpin for IdAlgorithm

impl UnsafeUnpin for IdAlgorithm

impl UnwindSafe for IdAlgorithm

Blanket Implementations§

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