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Causal models for longitudinal and panel data: a survey

Citations

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Cited by:

  1. Spoelstra, Peter & Stolp, Tom & Golsteyn, Bart H.H. & Cornelisz, Ilja & van Klaveren, Chris, 2025. "Truncated History Framework for Synthetic Control Approaches," Economics Letters, Elsevier, vol. 257(C).
  2. Michael C. Knaus & Henri Pfleiderer, 2026. "Causal Graphs for Conditional Parallel Trends," Papers 2604.12818, arXiv.org.
  3. Marco Piccininni & Eric J. Tchetgen Tchetgen & Mats J. Stensrud, 2025. "Refining the Notion of No Anticipation in Difference-in-Differences Studies," Papers 2507.12891, arXiv.org, revised Sep 2025.
  4. Hainmueller, Jens & Marbach, Moritz & Hangartner, Dominik & Harder, Niklas & Vallizadeh, Ehsan, 2025. "Refugee Labor Market Integration at Scale: Evidence from Germany’s Fast-Track Employment Program," SocArXiv px9ew_v2, Center for Open Science.
  5. Federico Crippa, 2025. "Identification, Estimation, and Inference in Two-Sided Interaction Models," Papers 2510.22884, arXiv.org.
  6. Konstantin Egorov & Vasily Korovkin & Alexey Makarin & Dzhamilya Nigmatulina, 2025. "Trade sanctions," Economics Working Papers 1920, Department of Economics and Business, Universitat Pompeu Fabra.
  7. Ruonan Xu & Luther Yap, 2024. "Clustering with Potential Multidimensionality: Inference and Practice," Papers 2411.13372, arXiv.org.
  8. Susan Athey & Guido Imbens, 2025. "Identification of Average Treatment Effects in Nonparametric Panel Models," Papers 2503.19873, arXiv.org.
  9. Franckx, Laurent & Hoornaert, Bruno, 2025. "The reform of the Flemish registration and annual road taxes: did they cause a change in the CO2 emission factors of new cars?," Economics of Transportation, Elsevier, vol. 44(C).
  10. Jacob Carlson & Neil Shephard, 2026. "When are time series predictions causal? The potential system and dynamic causal effects," Papers 2603.20394, arXiv.org.
  11. Fayssal Ayad, 2026. "Breaking away: development burdens of secession in Africa," Empirical Economics, Springer, vol. 70(2), pages 1-29, February.
  12. Murilo Cardoso & Bruno Ferman & Marcelo Fernandes, 2026. "Treatment-effect heterogeneity and interactive fixed effects: Can we control for too much?," Papers 2604.27187, arXiv.org.
  13. Ben Deaner & Chen-Wei Hsiang & Andrei Zeleneev, 2025. "Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities," Papers 2503.20769, arXiv.org, revised Mar 2025.
  14. Nuno Garoupa & Rok Spruk, 2025. "Revolutions as structural breaks: the long-term economic and institutional consequences of the 1979 Iranian Revolution," Constitutional Political Economy, Springer, vol. 36(3), pages 273-301, September.
  15. Augusto Cerqua & Marco Letta & Gabriele Pinto, 2024. "On the (Mis)Use of Machine Learning with Panel Data," Papers 2411.09218, arXiv.org, revised May 2025.
  16. Lynn Bergeland Morgan & Peter C. B. Phillips & Donggyu Sul, 2025. "Policy Evaluation with Nonlinear Trended Outcomes: Covid‐19 Vaccination Rates in the United States," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(6), pages 697-714, September.
  17. Luis Alvarez & Bruno Ferman & Kaspar Wuthrich, 2025. "Inference with few treated units," Papers 2504.19841, arXiv.org, revised May 2026.
  18. Valentin-Marian Antohi & Costinela Fortea & Monica Laura Zlati & Rohail Hassan, 2025. "Unemployment in EU Member States: Evidence on the Influence of Economic and Demographic Factors," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 210-222.
  19. repec:osf:osfxxx:brhd3_v2 is not listed on IDEAS
  20. Silvia De Nicol`o & Beatrice Biondi & Mario Mazzocchi, 2026. "Three's a crowd: Identification challenges in the triple difference model with spillover effects," Papers 2601.15764, arXiv.org.
  21. Javier Viviens, 2025. "Estimating the Intensive Margin Effect in Panel Data Settings," Papers 2502.08614, arXiv.org, revised Feb 2026.
  22. Guanhao Zhou & Yuefeng Han & Xiufan Yu, 2025. "Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models," Papers 2505.20536, arXiv.org.
  23. Alex Flores & Axel Vega, 2025. "APP como innovación en Salud Pública Descongestión de establecimientos de salud en Lima a través de los policlínicos Guillermo Kaelin y Alberto Barton," Working Papers 005, Agencia de Promoción de la Inversión Privada, Unidad de Análisis de Datos, Investigación e Inteligencia Estratégica, revised Mar 2025.
  24. Fabrizia Mealli & Javier Viviens, 2025. "Difference-in-Differences in the Presence of Unknown Interference," Papers 2512.21176, arXiv.org, revised Feb 2026.
  25. Germà Bel & Joël Bühler, 2025. "Does It Take More Than One Village? The Effect of Inter-Municipal Cooperation on Waste Separation," IREA Working Papers 202501, University of Barcelona, Research Institute of Applied Economics.
  26. Xingguo Wang & Pourya Valizadeh & Rodolfo M. Nayga & Henry L. Bryant & Bart L. Fischer, 2026. "Broad‐Based Categorical Eligibility Policy and SNAP Participation," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 45(1), January.
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