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Average Treatment Effect Bounds with...
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SpringerLink (Online service)
Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice/ by Carlos A. Flores, Xuan Chen.
Author:
Flores, Carlos A.
other author:
Chen, Xuan.
Description:
VII, 104 p.online resource. :
Contained By:
Springer Nature eBook
Subject:
Economic theory. -
Online resource:
https://doi.org/10.1007/978-981-13-2017-0
ISBN:
9789811320170
Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
Flores, Carlos A.
Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
[electronic resource] /by Carlos A. Flores, Xuan Chen. - 1st ed. 2018. - VII, 104 p.online resource.
Chapter 1. Introduction -- Chapter 2. Econometric Framework -- Chapter 3. Bounds under Different Identification Assumptions -- Chapter 4. Comparison of Bounds across Different 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
Standard No.: 10.1007/978-981-13-2017-0doiSubjects--Topical Terms:
809881
Economic theory.
LC Class. No.: HB1-846.8
Dewey Class. No.: 330.1
Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
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