Regression discontinuity designs for time‐to‐event outcomes: An approach using accelerated failure time models
Author
Abstract
Suggested Citation
DOI: 10.1111/rssa.12812
Download full text from publisher
References listed on IDEAS
- Sara Geneletti & Federico Ricciardi & Aidan G. O’Keeffe & Gianluca Baio, 2019. "Bayesian modelling for binary outcomes in the regression discontinuity design," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 182(3), pages 983-1002, June.
- Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
- Jared D. Huling & Menggang Yu & A. James O'Malley, 2019. "Instrumental variable based estimation under the semiparametric accelerated failure time model," Biometrics, The International Biometric Society, vol. 75(2), pages 516-527, June.
- Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
- Geneletti, Sara & Baio, Gianluca & O'Keeffe, Aidan & Ricciardi, Federico, 2019. "Bayesian modelling for binary outcomes in the regression discontinuity design," LSE Research Online Documents on Economics 100096, London School of Economics and Political Science, LSE Library.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Guido Imbens & Karthik Kalyanaraman, 2012.
"Optimal Bandwidth Choice for the Regression Discontinuity Estimator,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
- Guido Imbens & Karthik Kalyanaraman, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, Institute of Labor Economics (IZA).
- Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Imbens, Guido W. & Lemieux, Thomas, 2008.
"Regression discontinuity designs: A guide to practice,"
Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
- Paul Clarke & Frank Windmeijer, 2009.
"Identification of Causal Effects on Binary Outcomes Using Structural Mean Models,"
The Centre for Market and Public Organisation
09/217, The Centre for Market and Public Organisation, University of Bristol, UK.
- Paul S. Clarke & Frank Windmeijer, 2010. "Identification of causal effects on binary outcomes using structural mean models," CeMMAP working papers CWP02/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- S. Vansteelandt & E. Goetghebeur, 2003. "Causal inference with generalized structural mean models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(4), pages 817-835, November.
- Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
- Geneletti, Sara & O'Keeffe, Aidan G. & Sharples, Linda D. & Richardson, Sylvia & Baio, Gianluca, 2015. "Bayesian regression discontinuity designs: incorporating clinical knowledge in the causal analysis of primary care data," LSE Research Online Documents on Economics 65600, London School of Economics and Political Science, LSE Library.
- Torben Martinussen & Stijn Vansteelandt & Per Kragh Andersen, 2020. "Subtleties in the interpretation of hazard contrasts," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 26(4), pages 833-855, October.
- Jacob Bor & Matthew P Fox & Sydney Rosen & Atheendar Venkataramani & Frank Tanser & Deenan Pillay & Till Bärnighausen, 2017. "Treatment eligibility and retention in clinical HIV care: A regression discontinuity study in South Africa," PLOS Medicine, Public Library of Science, vol. 14(11), pages 1-20, November.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Gurgand, Marc & Lorenceau, Adrien & Mélonio, Thomas, 2023.
"Student loans: Credit constraints and higher education in South Africa,"
Journal of Development Economics, Elsevier, vol. 161(C).
- Marc Gurgand & Thomas Mélonio & Adrien Lorenceau, 2023. "Student loans: Credit constraints and higher education in South Africa," PSE-Ecole d'économie de Paris (Postprint) hal-03903733, HAL.
- Marc Gurgand & Thomas Mélonio & Adrien Lorenceau, 2023. "Student loans: Credit constraints and higher education in South Africa," Post-Print hal-03903733, HAL.
- Xu, Ke-Li, 2018. "A semi-nonparametric estimator of regression discontinuity design with discrete duration outcomes," Journal of Econometrics, Elsevier, vol. 206(1), pages 258-278.
- Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
- Davezies, Laurent & Le Barbanchon, Thomas, 2017.
"Regression discontinuity design with continuous measurement error in the running variable,"
Journal of Econometrics, Elsevier, vol. 200(2), pages 260-281.
- Laurent Davezies & Thomas Le Barbanchon, 2014. "Regression Discontinuity Design with Continuous Measurement Error in the Running Variable," Working Papers 2014-27, Center for Research in Economics and Statistics.
- Le Barbanchon, Thomas & Davezies, Laurent, 2017. "Regression Discontinuity Design with Continuous Measurement Error in the Running Variable," CEPR Discussion Papers 11775, C.E.P.R. Discussion Papers.
- Davezies, Laurent & Le Barbanchon, Thomas, 2017. "Regression Discontinuity Design with Continuous Measurement Error in the Running Variable," IZA Discussion Papers 10801, Institute of Labor Economics (IZA).
- Yoichi Arai & Yu‐Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2022.
"Testing identifying assumptions in fuzzy regression discontinuity designs,"
Quantitative Economics, Econometric Society, vol. 13(1), pages 1-28, January.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2018. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP50/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2019. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP10/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifie & Yuanyuan Wan, 2018. "Testing Identifying Assumptions In Fuzzy Regression Discontinuity Designs," Working Papers tecipa-623, University of Toronto, Department of Economics.
- Goeun Lee & Myoung-jae Lee, 2023. "Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment," Evaluation Review, , vol. 47(2), pages 182-208, April.
- Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
- 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
- Matias D. Cattaneo & Rocío Titiunik, 2022.
"Regression Discontinuity Designs,"
Annual Review of Economics, Annual Reviews, vol. 14(1), pages 821-851, August.
- Matias D. Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019. "The Regression Discontinuity Design," Papers 1906.04242, arXiv.org, revised Jun 2020.
- Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
- Geneletti, Sara & Baio, Gianluca & O'Keeffe, Aidan & Ricciardi, Federico, 2019. "Bayesian modelling for binary outcomes in the regression discontinuity design," LSE Research Online Documents on Economics 100096, London School of Economics and Political Science, LSE Library.
- Dean Eckles & Nikolaos Ignatiadis & Stefan Wager & Han Wu, 2020. "Noise-Induced Randomization in Regression Discontinuity Designs," Papers 2004.09458, arXiv.org, revised Nov 2023.
- Yang Lixiong, 2019. "Regression discontinuity designs with unknown state-dependent discontinuity points: estimation and testing," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 23(2), pages 1-18, April.
- Guido Imbens & Stefan Wager, 2019. "Optimized Regression Discontinuity Designs," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 264-278, May.
- Ivan A Canay & Vishal Kamat, 2018.
"Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
- Ivan A. Canay & Vishal Kamat, 2015. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP27/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan A. Canay & Vishal Kamat, 2017. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP21/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan A. Canay & Vishal Kamat, 2016. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP33/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Christopher S. Carpenter & Carlos Dobkin & Casey Warman, 2016.
"The Mechanisms of Alcohol Control,"
Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 328-356.
- Carpenter, Christopher S. & Dobkin, Carlos & Warman, Casey, 2014. "The Mechanisms of Alcohol Control," IZA Discussion Papers 8720, Institute of Labor Economics (IZA).
- Hızıroğlu Aygün, Aysun & Kırdar, Murat Güray & Koyuncu, Murat & Stoeffler, Quentin, 2024.
"Keeping refugee children in school and out of work: Evidence from the world's largest humanitarian cash transfer program,"
Journal of Development Economics, Elsevier, vol. 168(C).
- Aygün, Aysun Hızıroğlu & Kirdar, Murat Güray & Koyuncu, Murat & Stoeffler, Quentin, 2021. "Keeping Refugee Children in School and Out of Work: Evidence from the World's Largest Humanitarian Cash Transfer Program," IZA Discussion Papers 14513, Institute of Labor Economics (IZA).
- Aysun Hızıroğlu Aygün & Murat Güray Kirdar & Murat Koyuncu & Quentin Stoeffler, 2024. "Keeping refugee children in school and out of work: Evidence from the world's largest humanitarian cash transfer program," Post-Print hal-04519884, HAL.
- Aysun Hiziroglu Aygun & Murat Guray Kirdar & Murat Koyuncu & Quentin Stoeffler, 2021. "Keeping refugee children in school and out of work: Evidence from the world’s largest humanitarian cash transfer program," Koç University-TUSIAD Economic Research Forum Working Papers 2106, Koc University-TUSIAD Economic Research Forum.
- Mellace, Giovanni & Ventura, Marco, 2019.
"Intended and unintended effects of public incentives for innovation. Quasi-experimental evidence from Italy,"
Discussion Papers on Economics
9/2019, University of Southern Denmark, Department of Economics.
- Giovanni Mellace & Marco Ventura, 2021. "Intended and unintended effects of public incentives for innovation. Quasi-experimental evidence from Italy," Working Papers in Public Economics 199, University of Rome La Sapienza, Department of Economics and Law.
- Frandsen, Brigham R. & Frölich, Markus & Melly, Blaise, 2012.
"Quantile treatment effects in the regression discontinuity design,"
Journal of Econometrics, Elsevier, vol. 168(2), pages 382-395.
- Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).
- Volker Schöer & Debra Shepherd, 2013.
"Compulsory tutorial programmes and performance in undergraduate microeconomics: A regression discontinuity design,"
Working Papers
27/2013, Stellenbosch University, Department of Economics.
- Schöer, Volker & Shepherd, Debra, 2013. "Compulsory tutorial programmes and performance in undergraduate microeconomics: A regression discontinuity design," MPRA Paper 49716, University Library of Munich, Germany.
- Eduardo Fé & Bruce Hollingsworth, 2016.
"Short- and long-run estimates of the local effects of retirement on health,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(4), pages 1051-1067, October.
- Fe, Eduardo & Hollingsworth, Bruce, 2015. "Short and long run estimates of the local effects of retirement on health," MPRA Paper 65462, University Library of Munich, Germany.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jorssa:v:185:y:2022:i:3:p:1216-1246. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/rssssea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.