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Interference Between Units in Randomized Experiments

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Cited by:

  1. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
  2. Luke Keele & Dylan Small & Richard Grieve, 2017. "Randomization-based instrumental variables methods for binary outcomes with an application to the ‘IMPROVE’ trial," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(2), pages 569-586, February.
  3. Zhang, Zheyuan & Zhao, Zhong, 2023. "Women's education and fertility in China," China Economic Review, Elsevier, vol. 78(C).
  4. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
  5. Federico A. Bugni & Ivan A. Canay & Azeem M. Shaikh, 2018. "Inference Under Covariate-Adaptive Randomization," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(524), pages 1784-1796, October.
  6. 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.
  7. Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
  8. Palacios, Alfredo, 2016. "Impacto de los Programas de Transferencias de Ingresos en la Calidad de la Vivienda Familiar: Evidencia para el Plan de Inclusión Social, Argentina [Impact of Cash Transfer Programs on the Quality ," MPRA Paper 102482, University Library of Munich, Germany.
  9. Giovanni Cerulli, 2014. "ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions," Italian Stata Users' Group Meetings 2014 06, Stata Users Group.
  10. Daniel J. Graham & Emma J. McCoy & David A. Stephens, 2013. "Quantifying the effect of area deprivation on child pedestrian casualties by using longitudinal mixed models to adjust for confounding, interference and spatial dependence," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(4), pages 931-950, October.
  11. Clarke, Damian, 2017. "Estimating Difference-in-Differences in the Presence of Spillovers," MPRA Paper 81604, University Library of Munich, Germany.
  12. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
  13. 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.
  14. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
  15. Sourafel Girma & Yundan Gong & Holger Görg & Sandra Lancheros, 2016. "Estimating direct and indirect effects of foreign direct investment on firm productivity in the presence of interactions between firms," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 12, pages 227-239, World Scientific Publishing Co. Pte. Ltd..
  16. Wooyong Jo & Sarang Sunder & Jeonghye Choi & Minakshi Trivedi, 2020. "Protecting Consumers from Themselves: Assessing Consequences of Usage Restriction Laws on Online Game Usage and Spending," Marketing Science, INFORMS, vol. 39(1), pages 117-133, January.
  17. Michael L. Anderson & Fangwen Lu, 2017. "Learning to Manage and Managing to Learn: The Effects of Student Leadership Service," Management Science, INFORMS, vol. 63(10), pages 3246-3261, October.
  18. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
  19. Nicolaj S{o}ndergaard Muhlbach & Mikkel Slot Nielsen, 2019. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," Papers 1909.03968, arXiv.org, revised Feb 2021.
  20. Cai Xiaoxuan & Loh Wen Wei & Crawford Forrest W., 2021. "Identification of causal intervention effects under contagion," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 9-38, January.
  21. Momin M. Malik, 2020. "A Hierarchy of Limitations in Machine Learning," Papers 2002.05193, arXiv.org, revised Feb 2020.
  22. Zhang, Zheyuan & Xu, Hui & Liu, Ruilin & Zhao, Zhong, 2024. "Free Education and the Intergenerational Transmission of Cognitive Skills in Rural China," IZA Discussion Papers 17314, Institute of Labor Economics (IZA).
  23. Leonardo Becchetti & Sara Mancini & Sara Savastano, 2022. "Food Security during the COVID-19 Pandemic: the Impact of a Rural Development Program and Neighbourhood Spillover Effect in the Solomon Islands," CEIS Research Paper 545, Tor Vergata University, CEIS, revised 15 Dec 2022.
  24. Christoph Kiefer & Axel Mayer, 2019. "Average Effects Based on Regressions with a Logarithmic Link Function: A New Approach with Stochastic Covariates," Psychometrika, Springer;The Psychometric Society, vol. 84(2), pages 422-446, June.
  25. Lei, Lei & Wu, Fengyu & Xia, Yiming, 2023. "Child Gender and Subjective Well-being of Older Parents in China," GLO Discussion Paper Series 1229, Global Labor Organization (GLO).
  26. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
  27. Roberto Gabriele & Enrico Tundis, 2015. "Contesto regionale, struttura economica e impatto delle politiche regionali: il caso degli alberghi in Trentino," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 37-59.
  28. 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.
  29. Tang, Can & Zhao, Zhong, 2023. "Informal institution meets child development: Clan culture and child labor in China," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 277-294.
  30. Ridley, Matthew & Terrier, Camille, 2018. "Fiscal and education spillovers from charter school expansion," LSE Research Online Documents on Economics 91700, London School of Economics and Political Science, LSE Library.
  31. Fang Guanfu & Chen Yu, 2021. "Sibling Rivalry: Evidence from China’s Compulsory Schooling Reform," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(2), pages 611-656, April.
  32. Chiba, Yasutaka, 2012. "A note on bounds for the causal infectiousness effect in vaccine trials," Statistics & Probability Letters, Elsevier, vol. 82(7), pages 1422-1429.
  33. Kurosaki, Takashi & 黒崎, 卓 & Parinduri, Rasyad & Paul, Saumik, 2016. "Evaluating Efficiency Gains from Tenancy Reform Targeting a Heterogeneous Group of Sharecroppers: Evidence from India," CEI Working Paper Series 2016-10, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
  34. Campos Vázquez, Raymundo Miguel & Rodas Milián, James Alexis, 2020. "El efecto faro del salario mínimo en la estructura salarial: evidencias para México," El Trimestre Económico, Fondo de Cultura Económica, vol. 87(345), pages 51-97, enero-mar.
  35. Can Tang & Liqiu Zhao & Zhong Zhao, 2020. "Does free education help combat child labor? The effect of a free compulsory education reform in rural China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 601-631, April.
  36. Karlsson, Maria & Lundin, Mathias, 2016. "On statistical methods for labor market evaluation under interference between units," Working Paper Series 2016:24, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  37. Matteo Picchio, 2021. "Microchip bags and waste sorting," Working Papers 449, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  38. Cristina Fernández & Pilar García Perea, 2015. "The impact of the euro on euro area GDP per capita," Working Papers 1530, Banco de España.
  39. Rigdon, Joseph & Hudgens, Michael G., 2015. "Exact confidence intervals in the presence of interference," Statistics & Probability Letters, Elsevier, vol. 105(C), pages 130-135.
  40. Baruffaldi, Stefano H. & Marino, Marianna & Visentin, Fabiana, 2020. "Money to move: The effect on researchers of an international mobility grant," Research Policy, Elsevier, vol. 49(8).
  41. Roberto Gabriele & Enrico Tundis, 2015. "the effect of longitudinal multiple subsidies on firm performance in the presence of neighbour interactions," ERSA conference papers ersa15p1368, European Regional Science Association.
  42. Ike Silver & Deborah A. Small, 2024. "Put Your Mouth Where Your Money Is: A Field Experiment Encouraging Donors to Share About Charity," Marketing Science, INFORMS, vol. 43(2), pages 392-406, March.
  43. Mathias Lundin & Maria Karlsson, 2014. "Estimation of causal effects in observational studies with interference between units," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 23(3), pages 417-433, August.
  44. Bryan S. Graham, 2019. "Network Data," NBER Working Papers 26577, National Bureau of Economic Research, Inc.
  45. Eric C. Brown & John W. Graham & J. David Hawkins & Michael W. Arthur & Megan M. Baldwin & Sabrina Oesterle & John S. Briney & Richard F. Catalano & Robert D. Abbott, 2009. "Design and Analysis of the Community Youth Development Study Longitudinal Cohort Sample," Evaluation Review, , vol. 33(4), pages 311-334, August.
  46. Fang, Guanfu & Tang, Tianyu & Zhao, Fang & Zhu, Ying, 2023. "The social scar of the pandemic: Impacts of COVID-19 exposure on interpersonal trust," Journal of Asian Economics, Elsevier, vol. 86(C).
  47. Giovanni Cerulli, 2014. "Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions," CERIS Working Paper 201404, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
  48. Matteo Picchio, 2023. "Microchipped bags and waste sorting," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 25(1), pages 1-30, January.
  49. Debopam Bhattacharya & Pascaline Dupas & Shin Kanaya, 2013. "Estimating the Impact of Means-tested Subsidies under Treatment Externalities with Application to Anti-Malarial Bednets," CREATES Research Papers 2013-06, Department of Economics and Business Economics, Aarhus University.
  50. David Choi, 2017. "Estimation of Monotone Treatment Effects in Network Experiments," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(519), pages 1147-1155, July.
  51. Mohsen Bayati & Yuwei Luo & William Overman & Sadegh Shirani & Ruoxuan Xiong, 2024. "Higher-Order Causal Message Passing for Experimentation with Complex Interference," Papers 2411.00945, arXiv.org.
  52. Shaina J. Alexandria & Michael G. Hudgens & Allison E. Aiello, 2023. "Assessing intervention effects in a randomized trial within a social network," Biometrics, The International Biometric Society, vol. 79(2), pages 1409-1419, June.
  53. Rauf Ahmad & Per Johansson & Mårten Schultzberg, 2024. "Is Fisher inference inferior to Neyman inference for policy analysis?," Statistical Papers, Springer, vol. 65(6), pages 3425-3445, August.
  54. Elizabeth L. Ogburn & Ilya Shpitser & Youjin Lee, 2020. "Causal inference, social networks and chain graphs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1659-1676, October.
  55. Arthur Lewbel, 2019. "The Identification Zoo: Meanings of Identification in Econometrics," Journal of Economic Literature, American Economic Association, vol. 57(4), pages 835-903, December.
  56. Li, Xing & Shen, Guangjun, 2023. "Do tax incentives decelerate corporate financialization? Evidence from the VAT reform in China," Economic Modelling, Elsevier, vol. 125(C).
  57. Joseph Mawejje & Patrick McSharry, 2021. "The economic cost of conflict: Evidence from South Sudan," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 1969-1990, November.
  58. David Escamilla-Guerrero & Edward Kosack & Zachary Ward, 2023. "The Impact of Violence during the Mexican Revolution on Migration to the United States," NBER Working Papers 31531, National Bureau of Economic Research, Inc.
  59. Wu, Rongxin & Tan, Zhizhou & Lin, Boqiang, 2023. "Does carbon emission trading scheme really improve the CO2 emission efficiency? Evidence from China's iron and steel industry," Energy, Elsevier, vol. 277(C).
  60. Arpino, Bruno & Mattei, Alessandra, 2013. "Assessing the Impact of Financial Aids to Firms: Causal Inference in the presence of Interference," MPRA Paper 51795, University Library of Munich, Germany.
  61. Miguel Godinho de Matos & Pedro Ferreira & Rodrigo Belo, 2018. "Target the Ego or Target the Group: Evidence from a Randomized Experiment in Proactive Churn Management," Marketing Science, INFORMS, vol. 37(5), pages 793-811, September.
  62. Melanie Prague & Rui Wang & Alisa Stephens & Eric Tchetgen Tchetgen & Victor DeGruttola, 2016. "Accounting for interactions and complex inter‐subject dependency in estimating treatment effect in cluster‐randomized trials with missing outcomes," Biometrics, The International Biometric Society, vol. 72(4), pages 1066-1077, December.
  63. Pascaline Dupas & Edward Miguel, 2016. "Impacts and Determinants of Health Levels in Low-Income Countries," NBER Working Papers 22235, National Bureau of Economic Research, Inc.
  64. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2019. "Mother's education and child development: Evidence from the compulsory school reform in China," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 669-692.
  65. Guillaume W Basse & Edoardo M Airoldi, 2018. "Model-assisted design of experiments in the presence of network-correlated outcomes," Biometrika, Biometrika Trust, vol. 105(4), pages 849-858.
  66. Giovanni Cerulli & Roberto Gabriele & Enrico Tundis, 2014. "Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino," ERSA conference papers ersa14p715, European Regional Science Association.
  67. David Puelz & Guillaume Basse & Avi Feller & Panos Toulis, 2022. "A graph‐theoretic approach to randomization tests of causal effects under general interference," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(1), pages 174-204, February.
  68. VanderWeele Tyler J. & Hernan Miguel A., 2013. "Causal inference under multiple versions of treatment," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 1-20, June.
  69. Kiyoyasu Tanaka, 2021. "The European Union's reform in rules of origin and international trade: Evidence from Cambodia," The World Economy, Wiley Blackwell, vol. 44(10), pages 3025-3050, October.
  70. Tang, Can & Zhao, Zhong, 2022. "Informal institution meets child development," MERIT Working Papers 2022-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  71. VanderWeele, Tyler J. & Tchetgen Tchetgen, Eric J., 2011. "Effect partitioning under interference in two-stage randomized vaccine trials," Statistics & Probability Letters, Elsevier, vol. 81(7), pages 861-869, July.
  72. Rok Spruk & Mitja Kovac, 2020. "Persistent Effects of Colonial Institutions on Long‐Run Development: Local Evidence from Regression Discontinuity Design in Argentina," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(4), pages 820-861, December.
  73. van der Laan Mark J. & Petersen Maya & Zheng Wenjing, 2013. "Estimating the Effect of a Community-Based Intervention with Two Communities," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 83-106, June.
  74. Peter M. Aronow, 2012. "A General Method for Detecting Interference Between Units in Randomized Experiments," Sociological Methods & Research, , vol. 41(1), pages 3-16, February.
  75. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  76. Tyler J. VanderWeele, 2010. "Direct and Indirect Effects for Neighborhood-Based Clustered and Longitudinal Data," Sociological Methods & Research, , vol. 38(4), pages 515-544, May.
  77. Fang, Guanfu & Feng, Jin, 2021. "Is the 2003 SARS epidemic over? Long-term effects of epidemic exposure on mortality among older adults," China Economic Review, Elsevier, vol. 67(C).
  78. Fredrik Savje, 2021. "Causal inference with misspecified exposure mappings: separating definitions and assumptions," Papers 2103.06471, arXiv.org, revised Mar 2023.
  79. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
  80. 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.
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