Regression discontinuity designs: theory and applications
Gespeichert in:
| Weitere beteiligte Personen: | , , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Bingley
Emerald Publishing Limited
2017
|
| Schriftenreihe: | Advances in econometrics
v. 38 |
| Schlagwörter: | |
| Links: | https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 |
| Abstract: | The Regression Discontinuity (RD) design is one of the most popular and credible research designs for program evaluation and causal inference. This volume 38 of Advances in Econometrics collects twelve innovative and thought-provoking contributions to the RD literature, covering a wide range of methodological and practical topics. Some chapters touch on foundational methodological issues such as identification, interpretation, implementation, falsification testing, estimation and inference, while others focus on more recent and related topics such as identification and interpretation in a discontinuity-in-density framework, empirical structural estimation, comparative RD methods, and extrapolation. These chapters not only give new insights for current methodological and empirical research, but also provide new bases and frameworks for future work in this area. This volume contributes to the rapidly expanding RD literature by bringing together theoretical and applied econometricians, statisticians, and social, behavioural and biomedical scientists, in the hope that these interactions will further spark innovative practical developments in this important and active research area |
| Beschreibung: | Includes index |
| Umfang: | 1 Online-Ressource (505) Seiten |
| ISBN: | 9781787143890 |
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| 505 | 8 | |a Prelims -- On interpreting the regression discontinuity design as a local experiment -- Identification and estimation using a density discontinuity approach -- The deterrence effect of prison : dynamic theory and evidence -- An overview of geographically discontinuous treatment assignments with an application to children's health insurance -- External and internal validity of a geographic quasi-experiment embedded in a cluster-randomized experiment -- The comparative regression discontinuity (CRD) design : an overview and demonstration of its performance relative to basic RD and the randomized experiment -- Party bias in union representation elections : testing for manipulation in the regression discontinuity design when the running variable is discrete -- Testing stability of regression discontinuity models -- Regression kink design : theory and practice -- Regression discontinuity designs with clustered data -- Bootstrap confidence intervals for sharp regression discontinuity designs -- The devil is in the tails : regression discontinuity design with measurement error in the assignment variable -- Index | |
| 520 | 3 | |a The Regression Discontinuity (RD) design is one of the most popular and credible research designs for program evaluation and causal inference. This volume 38 of Advances in Econometrics collects twelve innovative and thought-provoking contributions to the RD literature, covering a wide range of methodological and practical topics. Some chapters touch on foundational methodological issues such as identification, interpretation, implementation, falsification testing, estimation and inference, while others focus on more recent and related topics such as identification and interpretation in a discontinuity-in-density framework, empirical structural estimation, comparative RD methods, and extrapolation. These chapters not only give new insights for current methodological and empirical research, but also provide new bases and frameworks for future work in this area. This volume contributes to the rapidly expanding RD literature by bringing together theoretical and applied econometricians, statisticians, and social, behavioural and biomedical scientists, in the hope that these interactions will further spark innovative practical developments in this important and active research area | |
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| contents | Prelims -- On interpreting the regression discontinuity design as a local experiment -- Identification and estimation using a density discontinuity approach -- The deterrence effect of prison : dynamic theory and evidence -- An overview of geographically discontinuous treatment assignments with an application to children's health insurance -- External and internal validity of a geographic quasi-experiment embedded in a cluster-randomized experiment -- The comparative regression discontinuity (CRD) design : an overview and demonstration of its performance relative to basic RD and the randomized experiment -- Party bias in union representation elections : testing for manipulation in the regression discontinuity design when the running variable is discrete -- Testing stability of regression discontinuity models -- Regression kink design : theory and practice -- Regression discontinuity designs with clustered data -- Bootstrap confidence intervals for sharp regression discontinuity designs -- The devil is in the tails : regression discontinuity design with measurement error in the assignment variable -- Index |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV048846536 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-16T05:26:49Z |
| institution | BVB |
| isbn | 9781787143890 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034111877 |
| open_access_boolean | |
| owner | DE-634 DE-1043 DE-M347 DE-523 DE-91 DE-BY-TUM DE-473 DE-BY-UBG DE-19 DE-BY-UBM DE-355 DE-BY-UBR DE-703 DE-20 DE-706 DE-824 DE-29 DE-739 DE-1046 |
| owner_facet | DE-634 DE-1043 DE-M347 DE-523 DE-91 DE-BY-TUM DE-473 DE-BY-UBG DE-19 DE-BY-UBM DE-355 DE-BY-UBR DE-703 DE-20 DE-706 DE-824 DE-29 DE-739 DE-1046 |
| physical | 1 Online-Ressource (505) Seiten |
| psigel | ZDB-1-EPB |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Emerald Publishing Limited |
| record_format | marc |
| series2 | Advances in econometrics |
| spellingShingle | Regression discontinuity designs theory and applications Prelims -- On interpreting the regression discontinuity design as a local experiment -- Identification and estimation using a density discontinuity approach -- The deterrence effect of prison : dynamic theory and evidence -- An overview of geographically discontinuous treatment assignments with an application to children's health insurance -- External and internal validity of a geographic quasi-experiment embedded in a cluster-randomized experiment -- The comparative regression discontinuity (CRD) design : an overview and demonstration of its performance relative to basic RD and the randomized experiment -- Party bias in union representation elections : testing for manipulation in the regression discontinuity design when the running variable is discrete -- Testing stability of regression discontinuity models -- Regression kink design : theory and practice -- Regression discontinuity designs with clustered data -- Bootstrap confidence intervals for sharp regression discontinuity designs -- The devil is in the tails : regression discontinuity design with measurement error in the assignment variable -- Index Business & Economics Economics Econometrics Economics Statistical methods Regression analysis Ökonometrisches Modell (DE-588)4043212-9 gnd Raumwirtschaftstheorie (DE-588)4121557-6 gnd |
| subject_GND | (DE-588)4043212-9 (DE-588)4121557-6 (DE-588)4143413-4 |
| title | Regression discontinuity designs theory and applications |
| title_auth | Regression discontinuity designs theory and applications |
| title_exact_search | Regression discontinuity designs theory and applications |
| title_full | Regression discontinuity designs theory and applications edited by Matias D. Cattaneo, Juan Carlos Escanciano |
| title_fullStr | Regression discontinuity designs theory and applications edited by Matias D. Cattaneo, Juan Carlos Escanciano |
| title_full_unstemmed | Regression discontinuity designs theory and applications edited by Matias D. Cattaneo, Juan Carlos Escanciano |
| title_short | Regression discontinuity designs |
| title_sort | regression discontinuity designs theory and applications |
| title_sub | theory and applications |
| topic | Business & Economics Economics Econometrics Economics Statistical methods Regression analysis Ökonometrisches Modell (DE-588)4043212-9 gnd Raumwirtschaftstheorie (DE-588)4121557-6 gnd |
| topic_facet | Business & Economics Econometrics Economics Statistical methods Regression analysis Ökonometrisches Modell Raumwirtschaftstheorie Aufsatzsammlung |
| url | https://www.emerald.com/insight/publication/doi/10.1108/S0731-9053201738 |
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