A SAS macro for estimation and inference in differences-in-differences applications with only a few treated groups
Author
Abstract
Suggested Citation
Note: View the original document on HAL open archive server: https://hal.science/hal-01691486
Download full text from publisher
References listed on IDEAS
- A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
- Timothy G. Conley & Christopher R. Taber, 2011.
"Inference with "Difference in Differences" with a Small Number of Policy Changes,"
The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 113-125, February.
- Timothy Conley & Christopher Taber, 2005. "Inference with "Difference in Differences" with a Small Number of Policy Changes," NBER Technical Working Papers 0312, National Bureau of Economic Research, Inc.
- Hansen, Christian B., 2007. "Generalized least squares inference in panel and multilevel models with serial correlation and fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 670-694, October.
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.- Nicolas Moreau, 2018. "A SAS macro for estimation and inference in differences-in-differences applications with within cluster correlation and cluster-corrections for a few clusters," Working Papers hal-01691476, HAL.
- Meinhofer, Angélica & Witman, Allison E. & Hinde, Jesse M. & Simon, Kosali, 2021.
"Marijuana liberalization policies and perinatal health,"
Journal of Health Economics, Elsevier, vol. 80(C).
- Angélica Meinhofer & Allison E. Witman & Jesse M. Hinde & Kosali I. Simon, 2021. "Marijuana Liberalization Policies and Perinatal Health," NBER Working Papers 29296, National Bureau of Economic Research, Inc.
- Hansen, Bruce E. & Lee, Seojeong, 2019.
"Asymptotic theory for clustered samples,"
Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
- Bruce E. Hansen & Seojeong Jay Lee, 2017. "Asymptotic Theory for Clustered Samples," Discussion Papers 2017-18, School of Economics, The University of New South Wales.
- Bruce E. Hansen & Seojeong Lee, 2019. "Asymptotic Theory for Clustered Samples," Papers 1902.01497, arXiv.org.
- Liang, Wenquan & Xue, Sen, 2021. "Pandemics and Intergenerational Mobility of Education: Evidence from the 2003 Severe Acute Respiratory Syndrome (SARS) Epidemic in China," GLO Discussion Paper Series 779, Global Labor Organization (GLO).
- James G. MacKinnon, 2019.
"How cluster-robust inference is changing applied econometrics,"
Canadian Journal of Economics, Canadian Economics Association, vol. 52(3), pages 851-881, August.
- James G. MacKinnon, 2019. "How cluster‐robust inference is changing applied econometrics," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(3), pages 851-881, August.
- James G. MacKinnon, 2019. "How cluster-robust inference is changing applied econometrics," Working Paper 1413, Economics Department, Queen's University.
- Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019.
"Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings,"
Natural Field Experiments
00681, The Field Experiments Website.
- Bharat K. Chandar & Ali Hortaçsu & John A. List & Ian Muir & Jeffrey M. Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," NBER Working Papers 26389, National Bureau of Economic Research, Inc.
- Bruno Ferman, 2023.
"Inference in difference‐in‐differences: How much should we trust in independent clusters?,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 358-369, April.
- Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
- Ferman, Bruno, 2019. "Inference in Differences-in-Differences: How Much Should We Trust in Independent Clusters?," MPRA Paper 93746, University Library of Munich, Germany.
- Luo, Changyuan & Luo, Qin & Zeng, Shuai, 2022. "Bilateral tax agreement and FDI inflows: Evidence from Hong Kong investment in the Mainland China," China Economic Review, Elsevier, vol. 73(C).
- Dottori, Davide & Micucci, Giacinto & Sigalotti, Laura, 2024.
"Trade debts and bank lending in years of crisis,"
International Review of Financial Analysis, Elsevier, vol. 92(C).
- Davide Dottori & Giacinto Micucci & Laura Sigalotti, 2022. "Trade debts and bank lending in years of crisis," Questioni di Economia e Finanza (Occasional Papers) 695, Bank of Italy, Economic Research and International Relations Area.
- Bruno Ferman & Cristine Pinto, 2019.
"Inference in Differences-in-Differences with Few Treated Groups and Heteroskedasticity,"
The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 452-467, July.
- Ferman, Bruno & Pinto, Cristine, 2015. "Inference in Differences-in-Differences with Few Treated Groups and Heteroskedasticity," MPRA Paper 67665, University Library of Munich, Germany.
- Ferman, Bruno & Pinto, Cristine Campos de Xavier, 2015. "Inference in differences-in-differences with few treated groups and heteroskedasticity," Textos para discussão 406, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
- Bruno Ferman, 2019. "Assessing Inference Methods," Papers 1912.08772, arXiv.org, revised Oct 2022.
- Green, Colin P. & Heywood, John S. & Navarro Paniagua, Maria, 2020.
"Did the London congestion charge reduce pollution?,"
Regional Science and Urban Economics, Elsevier, vol. 84(C).
- Colin Green & John Spencer Heywood & Maria Navarro Paniagua, 2018. "Did the London Congestion Charge Reduce Pollution?," Working Papers 237385060, Lancaster University Management School, Economics Department.
- Damian Clarke & Kathya Tapia-Schythe, 2021.
"Implementing the panel event study,"
Stata Journal, StataCorp LLC, vol. 21(4), pages 853-884, December.
- Clarke, Damian & Tapia Schythe, Kathya, 2020. "Implementing the Panel Event Study," MPRA Paper 101669, University Library of Munich, Germany.
- Damian Clarke & Kathya Tapia Schythe, 2020. "Implementing the Panel Event Study," Working Papers wp497, University of Chile, Department of Economics.
- Clarke, Damian & Schythe, Kathya Tapia, 2020. "Implementing the Panel Event Study," IZA Discussion Papers 13524, Institute of Labor Economics (IZA).
- Hernæs, Øystein, 2018.
"Activation against absenteeism – Evidence from a sickness insurance reform in Norway,"
Journal of Health Economics, Elsevier, vol. 62(C), pages 60-68.
- Hernaes, Øystein, 2017. "Activation against Absenteeism: Evidence from a Sickness Insurance Reform in Norway," IZA Discussion Papers 10991, Institute of Labor Economics (IZA).
- Nils Braakmann, 2022. "Does stop and search reduce crime? Evidence from street‐level data and a surge in operations following a high‐profile crime," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 1370-1397, July.
- MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023.
"Cluster-robust inference: A guide to empirical practice,"
Journal of Econometrics, Elsevier, vol. 232(2), pages 272-299.
- Matthew D. Webb & James MacKinnon & Morten Nielsen, 2021. "Cluster–robust inference: A guide to empirical practice," Economics Virtual Symposium 2021 6, Stata Users Group.
- James MacKinnon & Morten Ørregaard Nielsen, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," CREATES Research Papers 2022-08, Department of Economics and Business Economics, Aarhus University.
- James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Working Paper 1456, Economics Department, Queen's University.
- James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Papers 2205.03285, arXiv.org.
- Pedro Pita Barros, 2022. "Quality decreases from introducing patient choice in a National Health Service," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 351-381, September.
- Lourenço S. Paz & James E. West, 2019. "Should We Trust Clustered Standard Errors? A Comparison with Randomization-Based Methods," NBER Working Papers 25926, National Bureau of Economic Research, Inc.
- M. Martin Boyer & Philippe d'Astous, 2023. "Tax compliance and firm response to electronic sales monitoring," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1430-1468, November.
- Barati, Mehdi & Adams, Scott, 2019. "Enhanced penalties for carrying firearms illegally and their effects on crime," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 207-219.
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:hal:wpaper:hal-01691486. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.