Übersetzung für "Average treatment effect" in Deutsch

This is typically called a conditional average treatment effect (CATE).

The first panel shows that the descriptive norm treatment has an estimated zero average treatment effect.

In the previous section, I've described how to estimate the average treatment effect.

However, the second panel shows that this average treatment effect is actually composed of two offsetting effects.

However, panel (b) shows that this average treatment effect is actually composed of two offsetting effects.

The effect of military service on compliers is sometimes called the compiler average causal effect (CAcE) and sometimes the local average treatment effect (LATE).

Panel (a) shows that the descriptive norm treatment has an estimated zero average treatment effect.

The estimated average treatment effect for the entire sample is -2.1% [-1.5%, -2.7%].

As these two examples illustrate, in the digital age, we can move from estimating average treatment effects to estimating the heterogeneity of treatment effects because we can have many more participants and we know more about those participants.

In this different data environment, researchers who continue to estimate only average treatment effects will miss out the ways in which estimates about the heterogeneity of treatment effects can provide clues about how a treatment works, how it can be improved, and how it can be targeted to those most likely to benefit.