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Detecting Spillover Effects: Design and Analysis of Multilevel Experiments

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  1. Di Gennaro, Daniele & Pellegrini, Guido, 2016. "Evaluating direct and indirect treatment effects in Italian R&D expenditures," MPRA Paper 76467, University Library of Munich, Germany, revised 28 Jan 2017.
  2. Rodríguez-Lesmes, Paul & Gutierrez, Luis H. & Urueña-Mejia, Juan Carlos & Ortiz, Andres & Medina Rojas, Ivan & Romero, Mauricio, 2023. "The role of local promoters in helping microentrepreneurs engage in digital business training. The case of Expertienda," Documentos de Trabajo 20902, Universidad del Rosario.
  3. Sarah Baird & Aislinn Bohren & Berk Ozler & Craig McIntosh, 2014. "Designing Experiments to Measure Spillover Effects," Working Papers 2014-11, The George Washington University, Institute for International Economic Policy.
  4. Joel A. Middleton, 2021. "Unifying Design-based Inference: On Bounding and Estimating the Variance of any Linear Estimator in any Experimental Design," Papers 2109.09220, arXiv.org.
  5. Alberto Chong & Gianmarco León‐Ciliotta & Vivian Roza & Martín Valdivia & Gabriela Vega, 2019. "Urbanization Patterns, Information Diffusion, and Female Voting in Rural Paraguay," American Journal of Political Science, John Wiley & Sons, vol. 63(2), pages 323-341, April.
  6. Ruoxuan Xiong & Alex Chin & Sean J. Taylor, 2024. "Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs," Papers 2406.06768, arXiv.org.
  7. Zareh Asatryan & Annika Havlik & Frank Streif, 2017. "Vetoing and inaugurating policy like others do: evidence on spatial interactions in voter initiatives," Public Choice, Springer, vol. 172(3), pages 525-544, September.
  8. Kosuke Imai & Zhichao Jiang, 2020. "Identification and sensitivity analysis of contagion effects in randomized placebo‐controlled trials," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1637-1657, October.
  9. Zenou, Yves & List, John & Momeni, Fatemeh, 2019. "Are Estimates of Early Education Programs Too Pessimistic? Evidence from a Large-Scale Field Experiment that Causally Measures," CEPR Discussion Papers 13725, C.E.P.R. Discussion Papers.
  10. Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
  11. Zhichao Jiang & Kosuke Imai & Anup Malani, 2023. "Statistical inference and power analysis for direct and spillover effects in two‐stage randomized experiments," Biometrics, The International Biometric Society, vol. 79(3), pages 2370-2381, September.
  12. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
  13. Tiziano Arduini & Eleonora Patacchini & Edoardo Rainone, 2014. "Identification and Estimation of Outcome Response with Heterogeneous Treatment Externalities," EIEF Working Papers Series 1407, Einaudi Institute for Economics and Finance (EIEF), revised Sep 2014.
  14. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
  15. Alberto Chong & Gianmarco León & Vivian Roza & Martin Valdivia & Gabriela Vega, 2017. "Urbanization patterns, social interactions and female voting in rural Paraguay," Economics Working Papers 1589, Department of Economics and Business, Universitat Pompeu Fabra.
  16. Lan Liu & Michael G. Hudgens, 2014. "Large Sample Randomization Inference of Causal Effects in the Presence of Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(505), pages 288-301, March.
  17. Francis J. DiTraglia & Camilo Garcia-Jimeno & Rossa O'Keeffe-O'Donovan & Alejandro Sanchez-Becerra, 2020. "Identifying Causal Effects in Experiments with Spillovers and Non-compliance," Papers 2011.07051, arXiv.org, revised Jan 2023.
  18. John A. List & Fatemeh Momeni & Yves Zenou, 2020. "The Social Side of Early Human Capital Formation: Using a Field Experiment to Estimate the Causal Impact of Neighborhoods," Working Papers 2020-187, Becker Friedman Institute for Research In Economics.
  19. James N. Druckman & Donald P. Green, 2013. "Mobilizing Group Membership," SAGE Open, , vol. 3(2), pages 21582440134, June.
  20. Davide Viviano & Lihua Lei & Guido Imbens & Brian Karrer & Okke Schrijvers & Liang Shi, 2023. "Causal clustering: design of cluster experiments under network interference," Papers 2310.14983, arXiv.org, revised Jan 2025.
  21. Parker, A. Rani & Coleman, Eric & Manyindo, Jacob & Mukuru, Emmanuel & Schultz, Bill, 2020. "Bridging the academic-practitioner gap in RCTs," World Development, Elsevier, vol. 127(C).
  22. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
  23. Sarah Baird & Aislinn Bohren & Craig McIntosh & Berk Ozler, 2017. "Optimal Design of Experiments in the Presence of Interference*, Second Version," PIER Working Paper Archive 16-025, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 30 Nov 2017.
  24. Vibhanshu Abhishek & Kartik Hosanagar, 2013. "Optimal Bidding in Multi-Item Multislot Sponsored Search Auctions," Operations Research, INFORMS, vol. 61(4), pages 855-873, August.
  25. Rigdon, Joseph & Hudgens, Michael G., 2015. "Exact confidence intervals in the presence of interference," Statistics & Probability Letters, Elsevier, vol. 105(C), pages 130-135.
  26. Manuel E. Lago & Ignacio Lago, 2019. "From the brady bunch to gilmore girls: The effect of household size on economic voting," Working Papers. Collection A: Public economics, governance and decentralization 1901, Universidade de Vigo, GEN - Governance and Economics research Network.
  27. LeRoux Kelly & Langer Julie & Plotner Samantha, 2023. "Nonprofit Messaging and the 2020 Election: Findings from a Nonpartisan Get-Out-The-Vote (GOTV) Field Experiment," Nonprofit Policy Forum, De Gruyter, vol. 14(2), pages 157-183, April.
  28. Ricardo Medeiros de Castro, 2021. "Documento de Trabalho 001/2021- The problematic binary approach to the concept of dominance," Documentos de Trabalho 12021, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
  29. Costanza Tortú & Irene Crimaldi & Fabrizia Mealli & Laura Forastiere, 2024. "Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates," Sociological Methods & Research, , vol. 53(4), pages 1794-1828, November.
  30. Yuchen Hu & Shuangning Li & Stefan Wager, 2021. "Average Direct and Indirect Causal Effects under Interference," Papers 2104.03802, arXiv.org, revised Jan 2022.
  31. Lukas Fervers, 2016. "Fast track to the labour market or highway to hell? The effect of activation policies on quantity and quality of labour market integration," IAW Discussion Papers 125, Institut für Angewandte Wirtschaftsforschung (IAW).
  32. John A. List & Fatemeh Momeni & Yves Zenou, 2020. "The Social Side of Early Human Capital Formation: Using a Field Experiment to Estimate the Causal Impact of Neighborhoods," Working Papers 2020-187, Becker Friedman Institute for Research In Economics.
  33. Yi Qin & Fang Guo & Fujie Wang & Xing Li & Yaohua Hu, 2023. "Adaptive Control for an Aircraft Wing System with Hysteresis Nonlinearity," Mathematics, MDPI, vol. 11(18), pages 1-16, September.
  34. Daniele Di Gennaro & Guido Pellegrini, 2016. "Policy Evaluation In Presence Of Interferences: A Spatial Multilevel Did Approach," Working Papers 0416, CREI Università degli Studi Roma Tre, revised 2016.
  35. Rodríguez-Puello, Gabriel, 2024. "Digging for Trouble? Uncovering the Link Between Mining Booms and Crime," OSF Preprints s8ayp, Center for Open Science.
  36. Florian Foos & Eline A. de Rooij, 2017. "All in the Family: Partisan Disagreement and Electoral Mobilization in Intimate Networks—A Spillover Experiment," American Journal of Political Science, John Wiley & Sons, vol. 61(2), pages 289-304, April.
  37. Michelle Gonz'alez Amador & Robin Cowan & Eleonora Nillesen, 2022. "Peer Networks and Malleability of Educational Aspirations," Papers 2209.08340, arXiv.org.
  38. List, John A. & Momeni, Fatemeh & Zenou, Yves, 2019. "Are Estimates of Early Education Programs Too Pessimistic? Evidence from a Large-Scale Field Experiment that Causally Measures Neighbor Effects," Working Paper Series 1293, Research Institute of Industrial Economics.
  39. Ricardo Medeiros de Castro, 2021. "Documento de Trabalho 01/2021- The problematic binary approach to the concept of dominance," Documentos de Trabalho 2021010, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
  40. Anna M. Wilke & Donald P. Green & Jasper Cooper, 2020. "A placebo design to detect spillovers from an education–entertainment experiment in Uganda," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1075-1096, June.
  41. Leijten, Floris & Sim, Sarah & King, Henry & Verburg, Peter H., 2021. "Local deforestation spillovers induced by forest moratoria: Evidence from Indonesia," Land Use Policy, Elsevier, vol. 109(C).
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