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Titlebook: Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice; Carlos A. Flores,Xuan Chen Book 2018 Springer Nature S

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发表于 2025-3-21 18:50:52 | 显示全部楼层 |阅读模式
期刊全称Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
影响因子2023Carlos A. Flores,Xuan Chen
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发行地址Provides a comprehensive survey of recently developed approaches for partial identification of average treatment effects in program evaluation.Compares the identification power of different sets of as
图书封面Titlebook: Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice;  Carlos A. Flores,Xuan Chen Book 2018 Springer Nature S
影响因子This book reviews recent approaches for. .partial identification of average treatment effects with instrumental variables in the program evaluation literature, including Manski’s bounds, bounds based on threshold crossing models, and bounds based on the Local Average Treatment Effect (LATE) framework. It compares these bounds across different sets of assumptions, surveys relevant methods to assess the validity of these assumptions, and discusses estimation and inference methods for the bounds. The book also reviews some empirical applications employing bounds in the program evaluation literature. It aims to bridge the gap between the econometric theory on which the different bounds are based and their empirical application to program evaluation..
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发表于 2025-3-21 22:26:56 | 显示全部楼层
Assessment of Validity of Different Assumptions,ers, including the threshold crossing model on the treatment, the rank similarity assumption employed in the joint threshold crossing model, the joint independence of the instrument and monotonicity of the treatment in the instrument assumptions in the . framework, as well as the mean dominance assu
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Estimation and Inference,onfidence intervals for the true parameter of interest or for the identified set in partially identified econometric models, with the rest of the chapter focusing on the former. Then, it presents the confidence intervals proposed by Imbens and Manski (Econometrica, 72:1845–1857, .). Finally, it disc
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https://doi.org/10.1007/978-981-13-2017-0Partial Identification / Bounds Analysis; Treatment Effects / Program Evaluation; Instrumental Variabl
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