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Contamination Bias in Linear Regressions

Citations

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Cited by:

  1. Joel Persson & Jurrien Bakker & Dennis Bohle & Stefan Feuerriegel & Florian von Wangenheim, 2026. "Detecting and Mitigating Group Bias in Heterogeneous Treatment Effects," Papers 2602.20383, arXiv.org.
  2. Kline, Patrick, 2024. "Firm wage effects," Handbook of Labor Economics,, Elsevier.
  3. Laura Castell & Marc Gurgand & Clément Imbert & Todor Tochev, 2024. "Take-up of Social Benefits: Experimental Evidence from France," Working Papers halshs-04720989, HAL.
  4. Jacob Dorn, 2025. "How Much Weak Overlap Can Doubly Robust T-Statistics Handle?," Papers 2504.13273, arXiv.org, revised Apr 2025.
  5. Jean-Baptiste Bonnier, 2024. "A Split-Treatment Design," Working Papers 2024-11, CRESE.
  6. Soonwoo Kwon & Liyang Sun, 2025. "Estimating Treatment Effects Under Bounded Heterogeneity," Papers 2510.05454, arXiv.org, revised Apr 2026.
  7. Brenøe, Anne & Rutnam, Daphne, 2026. "Parents' Perceptions of Occupational Fit," IZA Discussion Papers 18431, IZA Network @ LISER.
  8. Patrick M. Kline, 2024. "Firm Wage Effects," NBER Working Papers 33084, National Bureau of Economic Research, Inc.
  9. Alexandre Poirier & Tymon S{l}oczy'nski, 2024. "Quantifying the Internal Validity of Weighted Estimands," Papers 2404.14603, arXiv.org, revised Oct 2025.
  10. Goussé, Marion & Leturcq, Marion, 2022. "More or less unmarried. The impact of legal settings of cohabitation on labour market outcomes," European Economic Review, Elsevier, vol. 149(C).
  11. Lionel Fontagné & Yoto V Yotov, 2026. "Reassessing the benefits of European integration and the European Union's ability to achieve strategic autonomy," Working Papers halshs-05512419, HAL.
  12. Leonard Goff, 2022. "Identifying causal effects with subjective ordinal outcomes," Papers 2212.14622, arXiv.org, revised Jan 2025.
  13. Daniel Goller & Andrea Diem & Stefan C. Wolter, 2022. "Sitting next to a dropout: Study success of students with peers that came to the lecture hall by a different route," Economics of Education Working Paper Series 0190, University of Zurich, Department of Business Administration (IBW).
  14. Alvarez, Luis A.F. & Toneto, Rodrigo, 2024. "The interpretation of 2SLS with a continuous instrument: A weighted LATE representation," Economics Letters, Elsevier, vol. 237(C).
  15. Phillip Heiler & Michael C. Knaus, 2025. "Heterogeneity Analysis with Heterogeneous Treatments," Papers 2507.01517, arXiv.org, revised Feb 2026.
  16. Julius Schaper, 2025. "Residualised Treatment Intensity and the Estimation of Average Partial Effects," Papers 2502.10301, arXiv.org.
  17. Ohyun Kwon & Arne Nagengast & Jangsu Yoon & Yoto Yotov, 2026. "From Imposition to Lifting: Estimating the Effects of Sanctions Over Their Lifecycle," Working Papers 202606, Center for Global Policy Analysis, LeBow College of Business, Drexel University.
  18. Matthewes, Sonke & Borgna, Camilla, 2025. "De-tracking at the margin: how alternative secondary education pathways affect student attainment," LSE Research Online Documents on Economics 126595, London School of Economics and Political Science, LSE Library.
  19. Winkelmann Rainer, 2024. "Neglected Heterogeneity, Simpson’s Paradox, and the Anatomy of Least Squares," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 131-144, January.
  20. Carbuccia, Laudine & Heim, Arthur & Barone, Carlo & Chevallier, Coralie, 2024. "Investigating how administrative burden and search costs affect social inequalities in early childcare access, a randomised controlled trial," OSF Preprints w2ey7, Center for Open Science.
  21. Ohyun Kwon & Arne J. Nagengast & Jangsu Yoon & Yoto V. Yotov, 2026. "From Imposition to Lifting: Estimating the Effects of Sanctions Over Their Lifecycle," CESifo Working Paper Series 12504, CESifo.
  22. repec:osf:osfxxx:w2ey7_v1 is not listed on IDEAS
  23. David Card & Fabrizio Colella & Rafael Lalive, 2025. "Gender Preferences in Job Vacancies and Workplace Gender Diversity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 92(4), pages 2437-2471.
  24. Bernardus Van Doornik & David Schoenherr & Janis Skrastins, 2025. "Escaping Death: individual mobility and female mortality," Working Papers Series 621, Central Bank of Brazil, Research Department.
  25. Jonathan Cohen & Geoffrey C. Schnorr, 2024. "Efficiency Costs of Unemployment Insurance Denial: Evidence from Randomly Assigned Examiners," Upjohn Working Papers 24-404, W.E. Upjohn Institute for Employment Research.
  26. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025. "Design-based identification with formula instruments: a review," The Econometrics Journal, Royal Economic Society, vol. 28(1), pages 83-108.
  27. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
  28. Nibbering, Didier & Oosterveen, Matthijs & Silva, Pedro Luís, 2022. "Clustered Local Average Treatment Effects: Fields of Study and Academic Student Progress," IZA Discussion Papers 15159, IZA Network @ LISER.
  29. Francesco Ruggieri, 2023. "Dynamic Regression Discontinuity: An Event-Study Approach," Papers 2307.14203, arXiv.org, revised Mar 2025.
  30. Carolina Caetano & Gregorio Caetano & Juan Carlos Escanciano, 2026. "Identification and Estimation in Fuzzy Regression Discontinuity Designs with Covariates," Papers 2602.01417, arXiv.org.
  31. Sam Sims & Harry Fletcher-Wood & Thomas Godfrey-Faussett & Peps Mccrea & Stefanie Meliss, 2023. "Modelling evidence-based practice in initial teacher training: causal effects on teachers' skills, knowledge and self-efficacy," CEPEO Working Paper Series 23-09, UCL Centre for Education Policy and Equalising Opportunities, revised Aug 2023.
  32. McManus, Emma & Richardson, Joseph & Wattal, Vasudha & Woodard, Ritchie, 2023. "A Replication of "When a Doctor Falls from the Sky: The Impact of Easing Doctor Supply Constraints on Mortality", Okeke E.N. (2023)," I4R Discussion Paper Series 53, The Institute for Replication (I4R).
  33. Federico A. Bugni & Ivan A. Canay & Steve McBride, 2023. "Decomposition and Interpretation of Treatment Effects in Settings with Delayed Outcomes," Papers 2302.11505, arXiv.org, revised Jul 2025.
  34. Nadav Kunievsky, 2025. "Linear Regression in a Nonlinear World," Papers 2512.13645, arXiv.org.
  35. Marco Castillo & Sera Linardi & Ragan Petrie, 2024. "Recidivism and Barriers to Reintegration: A Field Experiment Encouraging Use of Reentry Support," CESifo Working Paper Series 11554, CESifo.
  36. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2025. "Difference-in-Differences Designs: A Practitioner's Guide," Papers 2503.13323, arXiv.org, revised Jun 2025.
  37. Kim, Bora & Lee, Myoung-jae, 2025. "Overlap-weighted difference-in-differences: A simple way to overcome poor propensity score overlap," Economics Letters, Elsevier, vol. 250(C).
  38. Goller, Daniel & Diem, Andrea & Wolter, Stefan C., 2023. "Sitting next to a dropout: Academic success of students with more educated peers," Economics of Education Review, Elsevier, vol. 93(C).
  39. Bernardus van Doornik & Dimas Fazio & Tarun Ramadorai & Janis Skrastins, 2024. "Housing and Fertility," Working Papers Series 612, Central Bank of Brazil, Research Department.
  40. Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Dec 2025.
  41. Bernardus Van Doornik & Armando Gomes & David Schoenherr & Janis Skrastins, 2024. "Financial Access and Labor Market Outcomes: Evidence from Credit Lotteries," American Economic Review, American Economic Association, vol. 114(6), pages 1854-1881, June.
  42. Jinyong Hahn, 2023. "Properties of least squares estimator in estimation of average treatment effects," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 14(3), pages 301-313, December.
  43. Kwon, Ohyun & Nagengast, Arne J. & Yoon, Jangsu & Yotov, Yoto, 2026. "From imposition to lifting: Estimating the effects of sanctions over their lifecycle," Discussion Papers 06/2026, Deutsche Bundesbank.
  44. repec:osf:osfxxx:w2ey7_v2 is not listed on IDEAS
  45. Rodríguez Chatruc, Marisol & Stein, Ernesto H. & Vlaicu, Razvan & Zuluaga, Víctor, 2025. "How Employment Framing Affects Trade Preferences: Evidence from Survey Experiments," IDB Publications (Working Papers) 14050, Inter-American Development Bank.
  46. Mogstad, Magne & Torgovitsky, Alexander, 2024. "Instrumental variables with unobserved heterogeneity in treatment effects," Handbook of Labor Economics,, Elsevier.
  47. Luca Bonacini & Giuseppe Pignataro & Veronica Rattini, 2025. "Tertiary Education Completion and Financial Aid Assistance: Evidence from an Information Experiment," Papers 2507.02560, arXiv.org.
  48. Gabriel Okasa & Kenneth A. Younge, 2022. "Sample Fit Reliability," Papers 2209.06631, arXiv.org.
  49. Matthewes, Sönke Hendrik & Borgna, Camilla, 2025. "De-tracking at the margin: How alternative secondary education pathways affect student attainment," Economics of Education Review, Elsevier, vol. 104(C).
  50. Ketel, Nadine & Oosterbeek, Hessel & Sóvágó, Sándor & van der Klaauw, Bas, 2023. "The (un)importance of school assignment," CEPR Discussion Papers 18586, C.E.P.R. Discussion Papers.
  51. Michael P. Leung & Pantelis Loupos, 2022. "Graph Neural Networks for Causal Inference Under Network Confounding," Papers 2211.07823, arXiv.org, revised Dec 2025.
  52. Apoorva Lal, 2025. "When can we get away with using the two-way fixed effects regression?," Papers 2503.05125, arXiv.org.
  53. Bhuller, Manudeep & Sigstad, Henrik, 2024. "2SLS with multiple treatments," Journal of Econometrics, Elsevier, vol. 242(1).
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