Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice
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) frame...
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|---|---|
| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Singapore :
Springer Singapore ,
2018.
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| Vydání: | 1st ed. 2018. |
| Témata: | |
| ISBN: | 9789811320170 |
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| 007 | cr nn 008mamaa | ||
| 008 | 180929s2018 si | s |||| 0|eng d | ||
| 020 | |a 9789811320170 | ||
| 024 | 7 | |a 10.1007/978-981-13-2017-0 |2 doi | |
| 035 | |a CVTIDW07088 | ||
| 040 | |a Springer-Nature |b eng |c CVTISR |e AACR2 | ||
| 041 | |a eng | ||
| 100 | 1 | |a Flores, Carlos A. |4 aut | |
| 245 | 1 | 0 | |a Average Treatment Effect Bounds with an Instrumental Variable: Theory and Practice |h [electronic resource] / |c by Carlos A. Flores, Xuan Chen. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Singapore : |b Springer Singapore , |c 2018. | |
| 300 | |a VII, 104 p. |b online resource. | ||
| 500 | |a Economics and Finance | ||
| 505 | 0 | |a Chapter 1. Introduction -- Chapter 2. Econometric Framework -- Chapter 3. Bounds under Different Identification Assumptions -- Chapter 4. Comparison of Bounds across Different Assumptions etc. | |
| 516 | |a text file PDF | ||
| 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. | ||
| 650 | 0 | |a Economic theory. | |
| 650 | 0 | |a Public finance. | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-981-13-2017-0 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE04368 | ||
| 919 | |a 978-981-13-2017-0 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
| 992 | |a SUD | ||
| 999 | |c 273061 |d 273061 | ||