Marginal Treatment Effects from a Propensity Score Perspective.

Volume: 127, Issue: 6, Pages: 3070 - 3084
Published: Oct 28, 2019
Abstract
We offer a propensity score perspective to interpret and analyze the marginal treatment effect (MTE). Specifically, we redefine MTE as the expected treatment effect conditional on the propensity score and a latent variable representing unobserved resistance to treatment. As with the original MTE, the redefined MTE can be used as a building block for constructing standard causal estimands. The weights associated with the new MTE, however, are...
Paper Details
Title
Marginal Treatment Effects from a Propensity Score Perspective.
Published Date
Oct 28, 2019
Volume
127
Issue
6
Pages
3070 - 3084
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