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Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice

Xuan Chen author Carlos A Flores author

Format:Paperback

Publisher:Springer Verlag, Singapore

Published:11th Jan '19

Currently unavailable, and unfortunately no date known when it will be back

Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice cover

This book reviews recent approaches forpartial 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: 9789811347191

Dimensions: unknown

Weight: 454g

104 pages

Softcover reprint of the original 1st ed. 2018