On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable

10.1016/j.spl.2021.109180

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Bibliographic Details
Main Authors:	Cui, Yifan, Tchetgen Tchetgen, E.
Other Authors:	STATISTICS AND DATA SCIENCE
Format:	Article
Published:	Elsevier B.V. 2022
Subjects:	Conditional average treatment effect Individualized decision making Optimal treatment regimes Policy making Sign identification Unmeasured confounding
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/232898
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-232898
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spelling	sg-nus-scholar.10635-2328982023-09-21T08:42:58Z On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable Cui, Yifan Tchetgen Tchetgen, E. STATISTICS AND DATA SCIENCE Conditional average treatment effect Individualized decision making Optimal treatment regimes Policy making Sign identification Unmeasured confounding 10.1016/j.spl.2021.109180 Statistics and Probability Letters 178 109180 2022-10-13T01:17:46Z 2022-10-13T01:17:46Z 2021-11-01 Article Cui, Yifan, Tchetgen Tchetgen, E. (2021-11-01). On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable. Statistics and Probability Letters 178 : 109180. ScholarBank@NUS Repository. https://doi.org/10.1016/j.spl.2021.109180 0167-7152 https://scholarbank.nus.edu.sg/handle/10635/232898 Attribution-NonCommercial-NoDerivatives 4.0 International https://creativecommons.org/licenses/by-nc-nd/4.0/ Elsevier B.V. Scopus OA2021
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Conditional average treatment effect Individualized decision making Optimal treatment regimes Policy making Sign identification Unmeasured confounding
spellingShingle	Conditional average treatment effect Individualized decision making Optimal treatment regimes Policy making Sign identification Unmeasured confounding Cui, Yifan Tchetgen Tchetgen, E. On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
description	10.1016/j.spl.2021.109180
author2	STATISTICS AND DATA SCIENCE
author_facet	STATISTICS AND DATA SCIENCE Cui, Yifan Tchetgen Tchetgen, E.
format	Article
author	Cui, Yifan Tchetgen Tchetgen, E.
author_sort	Cui, Yifan
title	On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
title_short	On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
title_full	On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
title_fullStr	On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
title_full_unstemmed	On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
title_sort	on a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
publisher	Elsevier B.V.
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/232898
_version_	1779155123284475904

On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable

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