EconPapers    
Economics at your fingertips  
 

Marginal Treatment Effects from a Propensity Score Perspective

Xiang Zhou and Yu Xie

Journal of Political Economy, 2019, vol. 127, issue 6, 3070 - 3084

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 simpler, more intuitive, and easier to compute. Moreover, the redefined MTE immediately reveals treatment effect heterogeneity among individuals at the margin of treatment, enabling us to evaluate a wide range of policy effects.

Date: 2019
References: Add references at CitEc
Citations: View citations in EconPapers (14)

Downloads: (external link)
http://dx.doi.org/10.1086/702172 (application/pdf)
http://dx.doi.org/10.1086/702172 (text/html)
Access to the online full text or PDF requires a subscription.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:ucp:jpolec:doi:10.1086/702172

Access Statistics for this article

More articles in Journal of Political Economy from University of Chicago Press
Bibliographic data for series maintained by Journals Division (pubtech@press.uchicago.edu).

 
Page updated 2025-03-20
Handle: RePEc:ucp:jpolec:doi:10.1086/702172