Struct InterventionalDistributionQuery 

pub struct InterventionalDistributionQuery {
    pub outcomes: Arc<[VariableId]>,
    pub interventions: Arc<[Intervention]>,
    pub conditioning: Arc<[VariableId]>,
    pub target_population: TargetPopulation,
}

Interventional distribution query P(Y | do(…), Z).

Distinct from ChangeAttributionQuery (population/period change attribution). Identify via ID (empty conditioning) or IDC (nonempty conditioning); GCM sampling remains available via sample_interventional_distribution.

Fields

outcomes: Arc<[VariableId]>

Outcome variable(s) whose interventional distribution is requested.

interventions: Arc<[Intervention]>

Interventions defining the do(...) world.

conditioning: Arc<[VariableId]>

Observational conditioning set Z for P(Y | do(X), Z) (empty = unconditional).

target_population: TargetPopulation

Target population.

Implementations

impl InterventionalDistributionQuery

pub fn new( outcome: VariableId, interventions: impl Into<Arc<[Intervention]>>, ) -> Self

Single-outcome interventional distribution under the given interventions.

pub fn with_outcomes(self, outcomes: impl Into<Arc<[VariableId]>>) -> Self

Multiple outcomes.

pub fn with_conditioning( self, conditioning: impl Into<Arc<[VariableId]>>, ) -> Self

Observational conditioning set for IDC (P(Y | do(X), Z)).

pub fn with_target_population(self, population: TargetPopulation) -> Self

Set target population.

pub fn validate(&self) -> Result<(), QueryError>

Validate outcomes, interventions, and conditioning.

Errors

Empty outcomes, invalid interventions, or conditioning overlap.

Trait Implementations

impl Clone for InterventionalDistributionQuery

fn clone(&self) -> InterventionalDistributionQuery

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for InterventionalDistributionQuery

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

Formats the value using the given formatter.

impl From<InterventionalDistributionQuery> for CausalQuery

fn from(query: InterventionalDistributionQuery) -> Self

Converts to this type from the input type.

impl PartialEq for InterventionalDistributionQuery

fn eq(&self, other: &InterventionalDistributionQuery) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for InterventionalDistributionQuery