Interface: DensityRatioDiagnosticDto
@kortexya/reasoninglayer / Causal / DensityRatioDiagnosticDto
Interface: DensityRatioDiagnosticDto
Defined in: src/types/causal.ts:549
Density-ratio positivity diagnostic for shift interventions.
Properties
adequate
adequate:
boolean
Defined in: src/types/causal.ts:551
Whether the ratios are usable (neither exploding nor vanishing).
fractionExtreme
fractionExtreme:
number
Defined in: src/types/causal.ts:553
Fraction of units with ratio above 10.
maxRatio
maxRatio:
number
Defined in: src/types/causal.ts:555
Largest fitted density ratio in the sample.
meanRatio
meanRatio:
number
Defined in: src/types/causal.ts:560
Sample mean of the ratios (theoretical value 1 under a correct treatment density; far from 1 means the policy walked off the observed support).