Average treatment effect bounds with an instrumental variable :
نام عام مواد
[Book]
ساير اطلاعات عنواني
theory and practice /
نام نخستين پديدآور
Carlos A. Flores, Xuan Chen.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Singapore :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
[2018]
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
Introduction -- Econometric framework -- Bounds under different identification assumption -- Comparison of bounds across different assumptions -- Assessment of validity of different assumptions -- Estimation and inference -- Empirical applications of bounds -- Conclusion.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.