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When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?

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Cited by:

  1. Saurabh Ambulkar & S. Arunachalam & Raghu Bommaraju & Sridhar Ramaswami, 2023. "Should a firm bring a supplier into the boardroom?," Production and Operations Management, Production and Operations Management Society, vol. 32(1), pages 28-44, January.
  2. Lamberova, Natalia, 2021. "The puzzling politics of R&D: Signaling competence through risky projects," Journal of Comparative Economics, Elsevier, vol. 49(3), pages 801-818.
  3. Dettmann, Eva & Giebler, Alexander & Weyh, Antje, 2020. "Flexpaneldid: A Stata toolbox for causal analysis with varying treatment time and duration," IWH Discussion Papers 3/2020, Halle Institute for Economic Research (IWH).
  4. German Feierherd & Patricio Larroulet & Wei Long, & Nora Lustig, 2021. "The Pink Tide and Inequality in Latin America," Working Papers 2105, Tulane University, Department of Economics.
  5. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
  6. Ebba Mark & Ryan Rafaty & Moritz Schwarz, 2022. "Spatial-temporal dynamics of employment shocks in declining coal mining regions and potentialities of the 'just transition'," Papers 2211.12619, arXiv.org.
  7. Mundi, Hardeep Singh, 2022. "CEO social capital and capital structure complexity," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
  8. Yu, Fan & Xiao, De & Chang, Meng-Shiuh, 2021. "The impact of carbon emission trading schemes on urban-rural income inequality in China: A multi-period difference-in-differences method," Energy Policy, Elsevier, vol. 159(C).
  9. Dmitry Arkhangelsky & Guido Imbens, 2018. "The Role of the Propensity Score in Fixed Effect Models," NBER Working Papers 24814, National Bureau of Economic Research, Inc.
  10. Jingying He & Jia Wang, 2021. "When Does It Matter? The Effect of Three-generational Household Arrangement on Children’s Well-Being across Developmental Stages," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(6), pages 2471-2493, December.
  11. Beltran-Silva, Francisco, 2023. "Fighting against hunger: A country-wide intervention and its impact on birth outcomes," World Development, Elsevier, vol. 165(C).
  12. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "Doubly Robust Identification for Causal Panel Data Models," Papers 1909.09412, arXiv.org, revised Feb 2022.
  13. Weifeng Xu & Qingsong Ruan & Chang Liu, 2019. "Can the Famous University Experience of Top Managers Improve Corporate Performance? Evidence from China," Sustainability, MDPI, vol. 11(24), pages 1-20, December.
  14. Omer Ozgen, 2020. "Impact of Slum Redevelopment Projects on Labour Market Outcomes: Evidence from Addis Ababa," CSAE Working Paper Series 2020-23, Centre for the Study of African Economies, University of Oxford.
  15. Chase Foster & Jeffry Frieden, 2021. "Economic determinants of public support for European integration, 1995–2018," European Union Politics, , vol. 22(2), pages 266-292, June.
  16. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
  17. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
  18. Simon Hartmann & Rok Spruk, 2023. "The impact of unilateral BIT terminations on FDI: Quasi-experimental evidence from India," The Review of International Organizations, Springer, vol. 18(2), pages 259-296, April.
  19. Mirza, Nawazish & Rahat, Birjees & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2023. "Impact of Covid-19 on corporate solvency and possible policy responses in the EU," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 181-190.
  20. Iv'an Fern'andez-Val & Hugo Freeman & Martin Weidner, 2020. "Low-Rank Approximations of Nonseparable Panel Models," Papers 2010.12439, arXiv.org, revised Mar 2021.
  21. Youmi Suk, 2024. "A Within-Group Approach to Ensemble Machine Learning Methods for Causal Inference in Multilevel Studies," Journal of Educational and Behavioral Statistics, , vol. 49(1), pages 61-91, February.
  22. Federico Podestà, 2023. "Studying the Welfare State by Analysing Time-Series-Cross-Section Data," FBK-IRVAPP Working Papers 2023-03, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
  23. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Post-Print halshs-03908250, HAL.
  24. Dong, Changgui & Zhou, Runmin & Li, Jiaying, 2021. "Rushing for subsidies: The impact of feed-in tariffs on solar photovoltaic capacity development in China," Applied Energy, Elsevier, vol. 281(C).
  25. Millimet, Daniel L. & Bellemare, Marc, 2023. "Fixed Effects and Causal Inference," IZA Discussion Papers 16202, Institute of Labor Economics (IZA).
  26. Christopher S. Sutherland, 2020. "Forward Guidance and Expectation Formation: A Narrative Approach," Staff Working Papers 20-40, Bank of Canada.
  27. Xiao Hui Tai & Shikhar Mehra & Joshua E. Blumenstock, 2022. "Mobile phone data reveal the effects of violence on internal displacement in Afghanistan," Nature Human Behaviour, Nature, vol. 6(5), pages 624-634, May.
  28. Anders Skrondal & Sophia Rabe-Hesketh, 2022. "The Role of Conditional Likelihoods in Latent Variable Modeling," Psychometrika, Springer;The Psychometric Society, vol. 87(3), pages 799-834, September.
  29. Nenci, Silvia & Vurchio, Davide, 2023. "Modeling country-sectoral spillovers in generalized propensity score matching: An empirical test on trade data," Economic Modelling, Elsevier, vol. 124(C).
  30. David C. Mallinson, 2021. "Assessing Outcome-to-Outcome Interference in Sibling Fixed Effects Models," Papers 2109.13399, arXiv.org, revised Nov 2021.
  31. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Documents de travail du Centre d'Economie de la Sorbonne 22024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  32. Seuring, Till & Serneels, Pieter & Suhrcke, Marc & Bachmann, Max, 2020. "Diabetes, employment and behavioural risk factors in China: Marginal structural models versus fixed effects models," Economics & Human Biology, Elsevier, vol. 39(C).
  33. Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.
  34. Justin T. Callais & Jamie Bologna Pavlik, 2023. "Does economic freedom lighten the blow? Evidence from the great recession in the United States," Economics of Governance, Springer, vol. 24(3), pages 357-398, September.
  35. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03908250, HAL.
  36. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Working Papers halshs-03908250, HAL.
  37. Yongnam Kim & Peter M. Steiner, 2021. "Gain Scores Revisited: A Graphical Models Perspective," Sociological Methods & Research, , vol. 50(3), pages 1353-1375, August.
  38. Cristina Bernini & Augusto Cerqua, 2020. "Are eco‐labels good for the local economy?," Papers in Regional Science, Wiley Blackwell, vol. 99(3), pages 645-661, June.
  39. Das, Aniruddha, 2022. "Religious attendance and global cognitive function: A fixed-effects cross-lagged panel modeling study of older U.S. adults," Social Science & Medicine, Elsevier, vol. 292(C).
  40. Iavor Bojinov & Ashesh Rambachan & Neil Shephard, 2021. "Panel experiments and dynamic causal effects: A finite population perspective," Quantitative Economics, Econometric Society, vol. 12(4), pages 1171-1196, November.
  41. Lars Leszczensky & Tobias Wolbring, 2022. "How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study," Sociological Methods & Research, , vol. 51(2), pages 837-865, May.
  42. Gaurav Kumar Singh & Tathagata Bandyopadhyay, 2024. "Determinants of disagreement: Learning from inflation expectations survey of households," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 43(2), pages 326-343, March.
  43. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
  44. Herrmann, Tabea & Leckcivilize, Attakrit & Zenker, Juliane, 2021. "The impact of cash transfers on child outcomes in rural Thailand: Evidence from a social pension reform," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
  45. Hrozencik, Robert A. & Perez-Quesada, Gabriela, 2023. "Drought and the U.S. Livestock Sector: Assessing the Impact of the Livestock Forage Program," 2023 Annual Meeting, July 23-25, Washington D.C. 335468, Agricultural and Applied Economics Association.
  46. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Documents de travail du Centre d'Economie de la Sorbonne 22024r, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne, revised Sep 2023.
  47. Singh, Gaurav Kumar & Bandyopadhyay, Tathagata, 2021. "Determinants of Disagreement: Learning from Indian Inflation Expectations Survey of Households," IIMA Working Papers WP 2021-01-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
  48. Chen, Bowen & Gramig, Ben & Yun, Seong Do, 2020. "A Causal Analysis of the Effect of Conservation Tillage on U.S. Corn and Soybean Yield and Profitability," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304296, Agricultural and Applied Economics Association.
  49. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences with Staggered Adoptions," Papers 2312.05985, arXiv.org, revised Apr 2024.
  50. Albert Chiu & Xingchen Lan & Ziyi Liu & Yiqing Xu, 2023. "What To Do (and Not to Do) with Causal Panel Analysis under Parallel Trends: Lessons from A Large Reanalysis Study," Papers 2309.15983, arXiv.org, revised Apr 2024.
  51. Tanaka, Ayumu, 2023. "Estimating the Effects of GATT/WTO Membership on Trade Using Staggered Difference-in-Differences Design," SocArXiv kjzyq, Center for Open Science.
  52. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
  53. Ibrahim Sameer, 2021. "Impact of corporate social responsibility on organization’s financial performance: evidence from Maldives public limited companies," Future Business Journal, Springer, vol. 7(1), pages 1-21, December.
  54. Kikuta,Kyosuke & Uesugi.Mamoru, 2022. "Do politically irrelevant events cause conflict? the cross-continental effects of European professional football on protests in Africa," IDE Discussion Papers 866, Institute of Developing Economies, Japan External Trade Organization(JETRO).
  55. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
  56. Youmi Suk & Hyunseung Kang, 2022. "Robust Machine Learning for Treatment Effects in Multilevel Observational Studies Under Cluster-level Unmeasured Confounding," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 310-343, March.
  57. Maria Elena Bontempi & Jan Ditzen, 2023. "GMM-lev estimation and individual heterogeneity: Monte Carlo evidence and empirical applications," Papers 2312.00399, arXiv.org, revised Dec 2023.
  58. Rodolphe Desbordes & Markus Eberhardt, 2022. "Climate change and economic prosperity: Evidence from a flexible damage function," Discussion Papers 2022-06, University of Nottingham, GEP.
  59. Kikuta, Kyosuke & Uesugi, Mamoru, 2023. "Do Politically Irrelevant Events Cause Conflict? The Cross-continental Effects of European Professional Football on Protests in Africa," International Organization, Cambridge University Press, vol. 77(1), pages 179-216, January.
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