Skip to content

Interface: FrontDoorObservationDto

@kortexya/reasoninglayer


@kortexya/reasoninglayer / Causal / FrontDoorObservationDto

Interface: FrontDoorObservationDto

Defined in: src/types/causal.ts:674

One observed unit in the front-door setting: a binary treatment x, a binary mediator m, and an outcome y.

Remarks

No covariates — the front-door identifies the effect despite unobserved xy confounding, through the mediator.

Properties

m

m: boolean

Defined in: src/types/causal.ts:676

Binary mediator M.


x

x: boolean

Defined in: src/types/causal.ts:678

Binary treatment X.


y

y: number

Defined in: src/types/causal.ts:680

Observed outcome Y.