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Average treatment effect bounds with...

Chen, Xuan.

Average treatment effect bounds with an instrumental variabletheory and practice /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Average treatment effect bounds with an instrumental variableby Carlos A. Flores, Xuan Chen.
Reminder of title:	theory and practice /
Author:	Flores, Carlos A.
other author:	Chen, Xuan.
Published:	Singapore :Springer Singapore :2018.
Description:	vii, 104 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Instrumental variables (Statistics)
Online resource:	https://doi.org/10.1007/978-981-13-2017-0
ISBN:	9789811320170$q(electronic bk.)

Average treatment effect bounds with an instrumental variabletheory and practice /
Flores, Carlos A.

Average treatment effect bounds with an instrumental variabletheory and practice /[electronic resource] :by Carlos A. Flores, Xuan Chen. - Singapore :Springer Singapore :2018. - vii, 104 p. :ill., digital ;24 cm.

Chapter 1. Introduction -- Chapter 2. Econometric Framework -- Chapter 3. Bounds under Di�?erent Identiﬁcation Assumptions -- Chapter 4. Comparison of Bounds across Di�?erent Assumptions etc.

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.

ISBN: 9789811320170$q(electronic bk.)

Standard No.: 10.1007/978-981-13-2017-0doiSubjects--Topical Terms:

681845
Instrumental variables (Statistics)

LC Class. No.: HB141 / .F567 2018

Dewey Class. No.: 330.015195

Average treatment effect bounds with an instrumental variabletheory and practice /
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245 1 0 $a Average treatment effect bounds with an instrumental variable $h [electronic resource] : $b theory and practice / $c by Carlos A. Flores, Xuan Chen.
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505 0 $a Chapter 1. Introduction -- Chapter 2. Econometric Framework -- Chapter 3. Bounds under Di�?erent Identiﬁcation Assumptions -- Chapter 4. Comparison of Bounds across Di�?erent Assumptions etc.
520 $a 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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