Monotone Confounding, Monotone Treatment Selection and Monotone Treatment Response

Manski (Monotone treatment response. Econometrica 1997;65:1311–34) and Manski and Pepper (Monotone instrumental variables: with an application to the returns to schooling. Econometrica 2000;68:997–1010) gave sharp bounds on causal effects under the assumptions of monotone treatment response (MTR) an...

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Bibliographic Details
Main Authors: Jiang Zhichao, Chiba Yasutaka, VanderWeele Tyler J.
Format: Article
Language:English
Published: De Gruyter 2014-03-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2012-0006