Difference-in-Differences Estimators for Treatments Continuously Distributed at Every Period
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DOI: 10.2139/ssrn.4011782
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- Clément de Chaisemartin & Xavier d'Haultfoeuille & Félix Pasquier & Gonzalo Vazquez-Bare, 2022. "Difference-in-Differences Estimators for Treatments Continuously Distributed at Every Period," Working Papers hal-03873926, HAL.
- Cl'ement de Chaisemartin & Xavier D'Haultfoeuille & F'elix Pasquier & Gonzalo Vazquez-Bare, 2022. "Difference-in-Differences Estimators for Treatments Continuously Distributed at Every Period," Papers 2201.06898, arXiv.org, revised Dec 2023.
References listed on IDEAS
- Irene Botosaru & Federico H. Gutierrez, 2018. "Difference‐in‐differences when the treatment status is observed in only one period," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(1), pages 73-90, January.
- Clément de Chaisemartin & Xavier D'Haultfœuille, 2020.
"Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects,"
American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
- Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2018. "Two-way fixed effects estimators with heterogeneous treatment effects," Papers 1803.08807, arXiv.org, revised Mar 2020.
- Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
- Hoderlein, Stefan & White, Halbert, 2012.
"Nonparametric identification in nonseparable panel data models with generalized fixed effects,"
Journal of Econometrics, Elsevier, vol. 168(2), pages 300-314.
- Stefan Hoderlein & Halbert White, 2009. "Nonparametric Identification in Nonseparable Panel Data Models with Generalized Fixed Effects," Boston College Working Papers in Economics 746, Boston College Department of Economics.
- Stefan Hoderlein & Halbert White, 2009. "Nonparametric identification in nonseparable panel data models with generalized fixed effects," CeMMAP working papers CWP33/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
- Susan Athey & Guido W. Imbens, 2006.
"Identification and Inference in Nonlinear Difference-in-Differences Models,"
Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
- Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2003. "Identification and Inference in Nonlinear Difference-in-Differences Models," Levine's Working Paper Archive 506439000000000079, David K. Levine.
- Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
- Sun, Liyang & Abraham, Sarah, 2021.
"Estimating dynamic treatment effects in event studies with heterogeneous treatment effects,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
- Liyang Sun & Sarah Abraham, 2018. "Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects," Papers 1804.05785, arXiv.org, revised Sep 2020.
- Bryan S. Graham & James L. Powell, 2012. "Identification and Estimation of Average Partial Effects in “Irregular” Correlated Random Coefficient Panel Data Models," Econometrica, Econometric Society, vol. 80(5), pages 2105-2152, September.
- Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2021.
"Difference-in-Differences with a Continuous Treatment,"
Papers
2107.02637, arXiv.org, revised Jan 2024.
- Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2024. "Difference-in-differences with a Continuous Treatment," NBER Working Papers 32117, National Bureau of Economic Research, Inc.
- Kenneth Houngbedji, 2016. "ABSDID: Stata module to estimate treatment effect with Abadie semiparametric DID estimator," Statistical Software Components S458134, Boston College Department of Economics.
- Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021.
"Revisiting Event Study Designs: Robust and Efficient Estimation,"
Papers
2108.12419, arXiv.org, revised Jan 2024.
- Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2022. "Revisiting Event Study Designs: Robust and Efficient Estimation," CEPR Discussion Papers 17247, C.E.P.R. Discussion Papers.
- Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
- D’Haultfœuille, Xavier & Hoderlein, Stefan & Sasaki, Yuya, 2023.
"Nonparametric difference-in-differences in repeated cross-sections with continuous treatments,"
Journal of Econometrics, Elsevier, vol. 234(2), pages 664-690.
- Xavier D'Haultfoeuille & Stefan Hoderlein & Yuya Sasaki, 2021. "Nonparametric Difference-in-Differences in Repeated Cross-Sections with Continuous Treatments," Papers 2104.14458, arXiv.org, revised May 2022.
- Malani, Anup & Reif, Julian, 2015. "Interpreting pre-trends as anticipation: Impact on estimated treatment effects from tort reform," Journal of Public Economics, Elsevier, vol. 124(C), pages 1-17.
- Fernando Rios-Avila & Pedro H.C. Sant'Anna & Brantly Callaway, 2021. "CSDID: Stata module for the estimation of Difference-in-Difference models with multiple time periods," Statistical Software Components S458976, Boston College Department of Economics, revised 25 Feb 2023.
- Callaway, Brantly & Sant’Anna, Pedro H.C., 2021.
"Difference-in-Differences with multiple time periods,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
- Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
- Pablo D Fajgelbaum & Pinelopi K Goldberg & Patrick J Kennedy & Amit K Khandelwal, 2020.
"The Return to Protectionism,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 1-55.
- Pablo D. Fajgelbaum & Pinelopi K. Goldberg & Patrick J. Kennedy & Amit K. Khandelwal, 2019. "The Return to Protectionism," NBER Working Papers 25638, National Bureau of Economic Research, Inc.
- Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
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- Gerard J. van den Berg & Stephanie von Hinke & Nicolai Vitt, 2023. "Early life exposure to measles and later-life outcomes: Evidence from the introduction of a vaccine," Bristol Economics Discussion Papers 23/776, School of Economics, University of Bristol, UK.
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- Bassier, Ihsaan & Manning, Alan & Petrongolo, Barbara, 2023. "Vacancy Duration and Wages," IZA Discussion Papers 16371, Institute of Labor Economics (IZA).
- Cl'ement de Chaisemartin & Xavier D'Haultfoeuille, 2020.
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- Clément de Chaisemartin & Xavier d'Haultfoeuille, 2022. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Working Papers hal-03873903, HAL.
- Clément de Chaisemartin & Xavier d'Haultfoeuille, 2022. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," SciencePo Working papers Main hal-03873903, HAL.
- Clément de Chaisemartin & Xavier D'Haultfoeuille, 2022. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," NBER Working Papers 29873, National Bureau of Economic Research, Inc.
- Mo, Jiawei, 2023. "Heterogeneous effects of urban transport infrastructure on population distribution: The role of educational access," Regional Science and Urban Economics, Elsevier, vol. 101(C).
- Naimi Johansson & Mikael Svensson, 2022. "Regional variation in prescription drug spending: Evidence from regional migrants in Sweden," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1862-1877, September.
- Ihsaan Bassier & Alan Manning & Barbara Petrongolo, 2023. "Vacancy duration and wages," CEP Discussion Papers dp1943, Centre for Economic Performance, LSE.
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Keywords
Differences-in-differences; Continuous treatment; Two-way fixed effects regressions; Heterogeneous treatment effects; Panel data; Policy evaluation;All these keywords.
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