conditional independence assumption

Conditional independence assumption

Def. CIA

Im Potential Outcomes Model Lingo bedeutet die conditional independence assumption, das bedingt einer beobachteten Variable $X_i$, der selection bias verschwindet. Also

$$\{Y_i^0,Y_i^1\}\perp D_i|X_i$$