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Optimal Design of Experiments in the Presence of Interference

Citations

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Cited by:

  1. Tiziano Arduini & Eleonora Patacchini & Edoardo Rainone, 2020. "Treatment Effects With Heterogeneous Externalities," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(4), pages 826-838, October.
  2. Jana S. Hamdan & Tim Kaiser & Lukas Menkhoff & Yuanwei Xu, 2024. "Scaling Financial Education Among Micro-Entrepreneurs: A Randomized Saturation Experiment," CESifo Working Paper Series 11431, CESifo.
  3. Berg, Tobias & Reisinger, Markus & Streitz, Daniel, 2021. "Spillover effects in empirical corporate finance," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1109-1127.
  4. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Nov 2025.
  5. Kaiser, Tim & Hamdan, Jana & Menkhoff, Lukas & Xu, Yuanwei, 2024. "Scaling up financial education: Evidence from a randomized saturation experiment," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302424, Verein für Socialpolitik / German Economic Association.
  6. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
  7. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
  8. Christopher Blattman & Horacio Larreguy & Benjamin Marx & Otis R Reid, 2019. "Eat Widely, Vote Wisely ? Lessons from a Campaign Against Vote Buying in Uganda," Sciences Po Economics Publications (main) hal-03873791, HAL.
  9. Dillon, Andrew & Bliznashka, Lilia & Olney, Deanna, 2020. "Experimental evidence on post-program effects and spillovers from an agriculture-nutrition program," Economics & Human Biology, Elsevier, vol. 36(C).
  10. Yechan Park & Xiaodong Yang, 2026. "Decomposition of Spillover Effects Under Misspecification: Pseudo-true Estimands and a Local-Global Extension," Papers 2602.12023, arXiv.org, revised Mar 2026.
  11. repec:spo:wpecon:info:hdl:2441/7j1t12vvla8c887v4q18ihljej is not listed on IDEAS
  12. Michael P. Leung, 2022. "Causal Inference Under Approximate Neighborhood Interference," Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
  13. Michael P. Leung, 2021. "Rate-Optimal Cluster-Randomized Designs for Spatial Interference," Papers 2111.04219, arXiv.org, revised Sep 2022.
  14. Evan Munro & Xu Kuang & Stefan Wager, 2021. "Treatment Effects in Market Equilibrium," Papers 2109.11647, arXiv.org, revised Feb 2025.
  15. Baird, Sarah & Hamory Hicks, Joan & Ozier, Owen, 2020. "Randomized control trial as social observatory: A case study," World Development, Elsevier, vol. 127(C).
  16. Hernández-Agramonte, Juan Manuel & Namen, Olga & Näslund-Hadley, Emma & Biehl, Maria Loreto, 2024. "Supporting early childhood development remotely: Experimental evidence from SMS messages," Journal of Development Economics, Elsevier, vol. 166(C).
  17. Brian J. Reich & Shu Yang & Yawen Guan & Andrew B. Giffin & Matthew J. Miller & Ana Rappold, 2021. "A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications," International Statistical Review, International Statistical Institute, vol. 89(3), pages 605-634, December.
  18. Munyehirwe, Anicet & Peters, Jörg & Sievert, Maximiliane & Bulte, Erwin H. & Fiala, Nathan, 2022. "Energy efficiency and local rebound effects: Theory and experimental evidence from Rwanda," Ruhr Economic Papers 934, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  19. Dinarte Diaz, Lelys, 2024. "Peer Effects on Violence: Experimental Evidence from El Salvador," IZA Discussion Papers 16830, IZA Network @ LISER.
  20. Julius Owusu, 2023. "Randomization Inference of Heterogeneous Treatment Effects under Network Interference," Papers 2308.00202, arXiv.org, revised Jun 2025.
  21. Özler, Berk & Çelik, Çiğdem & Cunningham, Scott & Cuevas, P. Facundo & Parisotto, Luca, 2021. "Children on the move: Progressive redistribution of humanitarian cash transfers among refugees," Journal of Development Economics, Elsevier, vol. 153(C).
  22. Dennis Egger & Johannes Haushofer & Edward Miguel & Paul Niehaus & Michael Walker, 2022. "General Equilibrium Effects of Cash Transfers: Experimental Evidence From Kenya," Econometrica, Econometric Society, vol. 90(6), pages 2603-2643, November.
  23. Aidan Coville & Sebastian Galiani & Paul Gertler & Susumu Yoshida, 2025. "Financing Municipal Water and Sanitation Services in Nairobi's Informal Settlements," The Review of Economics and Statistics, MIT Press, vol. 107(5), pages 1215-1232, September.
  24. Sujatro Chakladar & Samuel Rosin & Michael G. Hudgens & M. Elizabeth Halloran & John D. Clemens & Mohammad Ali & Michael E. Emch, 2022. "Inverse probability weighted estimators of vaccine effects accommodating partial interference and censoring," Biometrics, The International Biometric Society, vol. 78(2), pages 777-788, June.
  25. Soldani, Emilia & Hildebrandt, Nicole & Nyarko, Yaw & Romagnoli, Giorgia, 2023. "Price information, inter-village networks, and “bargaining spillovers”: Experimental evidence from Ghana," Journal of Development Economics, Elsevier, vol. 164(C).
  26. Ruoxuan Xiong & Alex Chin & Sean J. Taylor, 2024. "Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs," Papers 2406.06768, arXiv.org.
  27. Hélène Giacobino & Elise Huillery & Bastien Michel & Mathilde Sage, 2022. "Schoolgirls Not Brides: Secondary Education as a Shield Against Child Marriage," Working Papers DT/2022/01, DIAL (Développement, Institutions et Mondialisation).
  28. 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.
  29. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," Sciences Po Economics Publications (main) hal-03455978, HAL.
  30. Bora Kim, 2020. "Analysis of Randomized Experiments with Network Interference and Noncompliance," Papers 2012.13710, arXiv.org.
  31. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised May 2024.
  32. DiTraglia, Francis J. & García-Jimeno, Camilo & O’Keeffe-O’Donovan, Rossa & Sánchez-Becerra, Alejandro, 2023. "Identifying causal effects in experiments with spillovers and non-compliance," Journal of Econometrics, Elsevier, vol. 235(2), pages 1589-1624.
  33. 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.
  34. C. Tort`u & I. Crimaldi & F. Mealli & L. Forastiere, 2020. "Modelling Network Interference with Multi-valued Treatments: the Causal Effect of Immigration Policy on Crime Rates," Papers 2003.10525, arXiv.org, revised Jun 2020.
  35. Braun, Martin & Verdier, Valentin, 2023. "Estimation of spillover effects with matched data or longitudinal network data," Journal of Econometrics, Elsevier, vol. 233(2), pages 689-714.
  36. Chaurey, Ritam & Nayyar, Guarav & Sharma, Siddharth & Verhoogen, Eric, 2025. "Social Learning among Urban Manufacturing Firms: Energy-Efficient Motors in Bangladesh," IZA Discussion Papers 18183, IZA Network @ LISER.
  37. Lopez-Rivas, Jose D., 2024. "Spreading the word! Effects of a randomized normative informational campaign on residential water conservation," Resource and Energy Economics, Elsevier, vol. 79.
  38. Gao, Mengsi & Ding, Peng, 2025. "Causal inference in network experiments: Regression-based analysis and design-based properties," Journal of Econometrics, Elsevier, vol. 252(PA).
  39. Graham, Bryan S. & Imbens, Guido W. & Ridder, Geert, 2025. "Measuring the effects of segregation in the presence of social spillovers: A nonparametric approach," Journal of Econometrics, Elsevier, vol. 252(PB).
  40. Burlig, Fiona & Preonas, Louis & Woerman, Matt, 2020. "Panel data and experimental design," Journal of Development Economics, Elsevier, vol. 144(C).
  41. Lelys Dinarte-Diaz, 2024. "Peer Effects on Violence: Experimental Evidence from El Salvador," CESifo Working Paper Series 10975, CESifo.
  42. Juanita Bloomfield & Ana Balsa & Alejandro Cid, 2023. "Using behavioral insights in early childhood interventions: the effects of Crianza Positiva e-messaging program on parental investment," Review of Economics of the Household, Springer, vol. 21(1), pages 95-130, March.
  43. Barrett, Christopher B. & Islam, Asad & Pakrashi, Debayan & Ruthbah, Ummul, 2021. "Experimental Evidence on Adoption and Impact of the System of rice Intensification," Working Papers 309950, Cornell University, Department of Applied Economics and Management.
  44. Gonzalo Vazquez-Bare, 2020. "Causal Spillover Effects Using Instrumental Variables," Papers 2003.06023, arXiv.org, revised Dec 2021.
  45. James R. Stevenson & Karen Macours & Douglas Gollin, 2023. "The Rigor Revolution: New Standards of Evidence for Impact Assessment of International Agricultural Research," Annual Review of Resource Economics, Annual Reviews, vol. 15(1), pages 495-515, October.
  46. repec:spo:wpmain:info:hdl:2441/7j1t12vvla8c887v4q18ihljej is not listed on IDEAS
  47. Senne Vandevelde & Bjorn Van Campenhout & Wilberforce Walukano, 2018. "Spoiler alert! Spillovers in the context of a video intervention to maintain seed quality among Ugandan potato farmers," Working Papers of LICOS - Centre for Institutions and Economic Performance 634335, KU Leuven, Faculty of Economics and Business (FEB), LICOS - Centre for Institutions and Economic Performance.
  48. Christopher B. Barrett & Asad Islam & Abdul Mohammad Malek & Debayan Pakrashi & Ummul Ruthbah, 2022. "Experimental Evidence on Adoption and Impact of the System of Rice Intensification," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 4-32, January.
  49. Seungjin Han & Julius Owusu & Youngki Shin, 2022. "Statistical Treatment Rules under Social Interaction," Papers 2209.09077, arXiv.org, revised Nov 2022.
  50. Kielland, Anne & Kotsadam, Andreas & Liu, Jing, 2025. "Effects of speed-schools in Niger," Journal of Public Economics, Elsevier, vol. 243(C).
  51. Vazquez-Bare, Gonzalo, 2023. "Identification and estimation of spillover effects in randomized experiments," Journal of Econometrics, Elsevier, vol. 237(1).
  52. Mitchell Hoffman & Christopher T. Stanton, 2024. "People, Practices, and Productivity: A Review of New Advances in Personnel Economics," NBER Working Papers 32849, National Bureau of Economic Research, Inc.
  53. Yuki Higuchi & Edwin Paul Mhede & Vu Hoang Nam & Tetsushi Sonobe, 2020. "Medium-Run Impacts of Management Training in Garment Clusters," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 68-71.
  54. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
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