Enum ResponseFunctional 

pub enum ResponseFunctional {
    MeanCurve {
        outcome: VariableId,
        treatment: ContinuousDomain,
    },
    AverageDerivative {
        outcome: VariableId,
        treatment: VariableId,
        weighting: DerivativeWeighting,
    },
    PointDerivative {
        outcome: VariableId,
        treatment: VariableId,
        at: f64,
        order: u8,
        scale: DerivativeScale,
    },
    DirectionalDerivative {
        outcomes: Arc<[VariableId]>,
        treatments: Arc<[VariableId]>,
        at: Arc<[f64]>,
        direction: Arc<[f64]>,
    },
    Jacobian {
        outcomes: Arc<[VariableId]>,
        treatments: Arc<[VariableId]>,
        at: Arc<[f64]>,
        scale: DerivativeScale,
    },
    InterventionResponse {
        outcome: VariableId,
        interventions: Arc<[Intervention]>,
    },
}

A response functional, distinct from the estimator used to learn it.

Variants

MeanCurve

a -> E[Y | do(A=a)].

Fields

outcome: VariableId

Outcome.

treatment: ContinuousDomain

Scalar continuous treatment domain.

AverageDerivative

Scalar weighted average derivative effect.

Fields

outcome: VariableId

Outcome.

treatment: VariableId

Treatment.

weighting: DerivativeWeighting

Target weighting law.

PointDerivative

Local derivative of a response representation.

Fields

outcome: VariableId

Outcome.

treatment: VariableId

Treatment.

at: f64

Evaluation point.

order: u8

Derivative order (one or two).

scale: DerivativeScale

Reporting scale.

DirectionalDerivative

Directional derivative for a vector intervention.

Fields

outcomes: Arc<[VariableId]>

Outcomes.

treatments: Arc<[VariableId]>

Treatments.

at: Arc<[f64]>

Evaluation point in treatment order.

direction: Arc<[f64]>

Direction in treatment order.

Jacobian

Low-dimensional response Jacobian.

Fields

outcomes: Arc<[VariableId]>

Outcomes.

treatments: Arc<[VariableId]>

Treatments.

at: Arc<[f64]>

Evaluation point in treatment order.

scale: DerivativeScale

Reporting scale.

InterventionResponse

Mean response under an existing intervention or joint intervention.

Fields

outcome: VariableId

Outcome.

interventions: Arc<[Intervention]>

Intervention set.

Trait Implementations

impl Clone for ResponseFunctional

fn clone(&self) -> ResponseFunctional

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ResponseFunctional

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

Formats the value using the given formatter.

impl PartialEq for ResponseFunctional

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for ResponseFunctional